The newspaper lay crumpled on the floor, the ink staining the already grimy carpet. He'd been looking forward to this job, really looking forward to it. Now, it was just another missed opportunity. He felt the familiar tightness in his chest as he thought about how he had given the interview his all, and how Sarah had to do the same.

He had expected the call, the email, anything. Nothing. Just the crushing weight of silence, the emptiness in his stomach. He kicked at a stray piece of paper, sending it skittering across the floor.

He avoided his reflection in the hallway mirror, not wanting to see the disappointment etched on his face. The house felt too bright, too loud, even though he knew he was alone. The energy that Sarah had possessed, was long gone.

He pulled out a cigarette, even though he had been trying to quit. The smoke did nothing to soothe the tension.

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