He awoke each morning feeling...drained. The energy had been zapped from him. Every chore was a burden, every interaction exhausting. He felt as though he was on a treadmill, running in place, and growing more tired.

He walked past a yard sale, the sounds and activity a jarring contrast to his internal quiet. Then he saw it. Perched on a table, looking forlorn, was a familiar face. It was his old teddy bear. His childhood companion, Captain Snuggles.

He felt a tightening in his throat. He remembered the bear's scent and felt a swell of emotion. The vendor's voice was a distant murmur as he paid the asking price. He walked away, clutching Captain Snuggles, a sudden warmth spreading through him.

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