“Condos? Seriously?” He asked the building manager, his voice flat. He looked down at the notification, the words making his face burn. The manager just shrugged, a dismissive gesture that only intensified his ire.

He felt a sudden, sharp urge to break something. He clenched his fists, forcing himself to breathe deeply. His apartment felt like a cage, a confinement that was slowly closing in.

He went to the kitchen and grabbed a beer from the fridge, the metal cold against his hand. He sat at the kitchen table, staring blankly at the wall, the beer untouched. The apartment, once a refuge, now felt like a battleground.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216