The rhythmic tick of the grandfather clock in the hallway seemed to mock Clara with each passing second. She sat stiffly in her favorite armchair, the warmth of the afternoon sun doing nothing to penetrate the chill that had settled over her. Her husband, Frank, had always been a private person, but this…this was different. The secret account, unearthed in the attic.

She picked at the loose thread of her sweater, a familiar gesture that usually calmed her. Today, it only served to heighten her agitation.

Frank's shadow fell across her, interrupting her thoughts. "Clara, I'm home," he said, unaware of the turmoil that raged within her. She remained silent, her gaze fixed on the distant trees swaying in the wind.

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