The dust motes danced in the afternoon sun, a silent mockery of the life that was supposed to be his. He felt an unbearable constriction, as though his life was a set of invisible chains. Thomas had been at the park, and when he returned, he came across his wife, Helen, talking to someone on the phone.

“Je t’aime aussi, mon amour,” she said into the phone, her voice soft and full of meaning. Thomas had learned French. She had NEVER spoken French, not even a simple phrase. He stood there, frozen. His vision swam. He stumbled backward, wanting nothing more than to disappear. He felt a deep, pervasive feeling of being displaced.

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