The coffee tasted like ash in his mouth. Mark swirled the lukewarm liquid in his mug, watching the steam dissipate into the stale air of the breakroom. He had avoided eye contact with everyone this morning, retreating into himself like a turtle into its shell. He needed to avoid them all.

He had expected the promotion. He had worked harder, put in more hours, stayed later. He felt… cheated. He ran a hand through his hair, the gesture more a sign of frustration than grooming. It was a futile gesture anyway.

He saw the back of Emily's head in the hallway. She had gotten the job. He had tried to be happy for her, but it had not worked. He walked the other way, wanting to avoid even the most cursory of pleasantries.

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