The hospital room felt oppressively warm, the air thick with unspoken anxieties. Sarah sat stiffly on the edge of the bed, her gaze fixed on the floor. Her medical file, the document she had poured over for years, was someone else's. Her healthy body, now labelled with a stranger's history.

She picked at the loose threads on the blanket, a futile attempt to channel her frustration. The sunlight streamed through the window, illuminating dust motes dancing in the air, but the room felt heavy, almost suffocating. A wave of exhaustion washed over her.

She closed her eyes, trying to block out the world.

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