The email notification blinked insistently. Sarah glared at the screen, the cheerful subject line mocking her: "Exciting news!" It wasn't exciting. Not for her. She crumpled the corner of the paper she was working on, the crisp sound a small release of her bottled-up frustration. Across the room, the sunlight streamed in, highlighting dust motes dancing in the air, a vibrant life she didn’t share.

She ignored her phone buzzing beside her, ignored the notifications. The prospect of discussing the move, of feigning enthusiasm, filled her with a sense of dread. The thought of losing her best friend felt like a physical blow. She pushed away from her desk, needing to move, to do something.

She finally stood, pacing the small apartment. The walls seemed to close in around her, each object a painful reminder of shared memories. She went to the window, the world outside a blur of muted colors, mirroring the fog that had settled in her mind.

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