"Another round?" The words slipped out of Kevin's mouth with a forced cheerfulness. He was at the after-work drinks, trying to appear relaxed. He had to be nice, he had to be professional. He kept seeing the details of it. He kept seeing his salary versus the salary of the young intern in his mind.

The clinking of glasses, the loud laughter, grated on his nerves. He'd been passed over again. He ordered another beer, the bitterness reflecting his mood. It seemed all of the choices he made had been wrong ones.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263