The news felt like a punch to the gut. "The Burger Joint," his haven for greasy comfort food, was closing. David felt his face flush as he read the sign again, his stomach churning. He'd relied on the simple pleasures, the consistent flavors, the predictable conversations with the staff.

He slammed his fist on the table, feeling a frustration rise. The usual hum of the diner was now replaced by an echoing silence. He felt trapped, his routine destroyed. He was aware of the need to find something else, but it was just far too much.

He stared at the menu, unable to pick up. His gaze felt distant. Every decision felt impossible. He felt the heavy weight of inertia.

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