He stared at the eviction notice, the harsh black ink a stark contrast to the faded floral wallpaper of the hallway. David ran a hand through his hair, the strands catching on a snag of the paper. This place, the only home he’d ever known, was about to become rubble. He wanted to scream, to lash out, but his throat felt as if it was clamped shut. Days turned into weeks, and he remained rooted to the worn couch, the TV flickering unanswered in the dim light. The boxes remained unpacked. The weight of it all seemed to press down on him, suffocating him.

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