The relentless tick-tock of the grandfather clock in the hallway echoed in Anya’s ears. She felt pinned, each hour a physical burden. Her life with Ben, once a vibrant landscape, had slowly faded into a monochrome painting. She was watching TV, when Ben came through the door.

“Konnichiwa, Anya!” he greeted, his eyes sparkling with a new intensity. She stared at him, unable to speak, the words lost in her throat. She had been wanting to learn Japanese for years. Ben, who had always seemed so… static. It was as if someone had pulled the rug out from under her. A cold sweat erupted on her skin.

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