The phone rang. I let it. Then the insistent buzzing of the doorbell. I ignored it too. The shadows of the late afternoon stretched across the room. A playful bark sliced through the silence. I recognized it. Buster.

I stood and shuffled towards the door, the floorboards creaking under my feet. My reflection in the glass was a stranger, eyes dull and lifeless. I felt so tired.

Opening the door, I found Buster gazing at me with what seemed to be expectant delight. A sigh escaped me, a long, weary exhalation.

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