stuck - Story 142447 | Emotion Vectors in Gemma4-31B

The constant noise of the dorm grated on her nerves. Olivia felt her body becoming heavy. She found herself avoiding her roommate, Sam. The simple act of entering the shared space felt charged. She picked at the chipped paint on the window frame, a nervous habit. The revelation of Sam reading her most private thoughts had created a distance she didn’t know how to bridge. She began to skip meals, a subtle form of protest, a way to reclaim control.

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:

`S`	0.487
`缺乏`	0.401
`L`	0.361
`每天`	0.348
`stagn`	0.348

Suppressed:

`l`	-0.472
`la`	-0.346
`随后`	-0.322
`undamaged`	-0.268
`C`	-0.263