David stared at the computer screen, the unfinished code mocking him with its incompleteness. He had been working on this project for weeks, the deadlines looming. He felt a profound sense of isolation, locked in his apartment, the sun a distant memory.

A cheerful text message popped up: "Dinner at the Italian place tonight? Remember that amazing meal we had there?" It was from Mark. David rubbed his temples. Mark recalled a convivial evening filled with laughter, delicious food, and the easy camaraderie they shared. David, however, remembered the strained conversation, the awkward silences, the feeling of being an outsider.

He hesitated, fingers hovering over the phone. “Yeah, I remember…” he typed, the words feeling false. His body felt heavy, his brain foggy. The thought of revisiting that restaurant felt like a sentence, not a promise of joy.

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