The silence in the house was deafening. Alex sat at the kitchen table, the laptop displaying the offending website. He rubbed his temples, a dull ache throbbing behind his eyes. He’d sought solace in this quiet routine, a life carefully curated to erase the mistakes of his past. Now, his mistakes were broadcast for all to see. He kept picking up the phone, then putting it down. He couldn't get himself to call anyone. He was trapped in a vortex, unable to escape the pull of his past.

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