"Well, that's just fantastic," muttered Finn, his voice flat and devoid of any enthusiasm. He’d driven all the way to his grandmother's old house, eager to see the towering maple he'd planted. He’d been so proud of that tree, imagining generations of his family enjoying its shade.

He stood frozen, his eyes scanning the empty space. A freshly cleared area, with wood chips scattered across the ground. The abrupt emptiness resonated in his chest like a hollow drum.

He kicked at a loose stone, sending it skittering across the lawn. The air felt heavy, stagnant. He ran a hand through his hair, a gesture of profound frustration. He turned and walked back to his car, each step heavier than the last.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259