The tiny, cramped apartment felt even more confining when Noah announced his intention to adopt a kitten. He was practically vibrating with excitement. Sarah sat across from him, her fingers tracing invisible patterns on the worn tabletop.

“He'll be so cute, Sarah! We can name him Mittens!” Noah practically vibrated with anticipation. Sarah, though, felt a coldness creeping up her spine, like a rising tide.

She looked around the already-crowded space, picturing the added clutter of a litter box, the constant presence of another living being. Her chest constricted. The idea of adding another layer of complexity felt overwhelming. She nodded slowly, buying herself a few more minutes to gather her thoughts before the inevitable.

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