Rain lashed against the attic window, mirroring the storm brewing inside Elias. He hadn’t touched his model railway in weeks. Dust motes danced in the lone shaft of light, illuminating the intricate landscape he'd poured his heart into for decades. A tiny plastic train, once a source of endless delight, now sat cold and still on the tracks. He sighed, the sound a low rumble in his chest. Today, he’d wanted to sort through some old photographs, hoping for a nostalgic distraction, but the task seemed insurmountable.

He heard a crash downstairs, followed by his son, Finn's, excited shouts. Elias braced himself, already anticipating the inevitable. Finn, all of ten years old, had become completely consumed by the model railway. He'd spent hours down there, happily rearranging the buildings and locomotives.

Elias dragged himself down the stairs. Finn stood amidst a scene of utter chaos, a wide, enthusiastic grin plastered on his face. "Dad! Look!" he exclaimed, pointing proudly at a newly constructed mountain, made from cardboard and papier-mâché, that had clearly collapsed. Elias managed a weak smile, the weight in his chest feeling even heavier.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259