stuck - Story 142446 | Emotion Vectors in Gemma4-31B

He stared at the blank screen of his laptop, the cursor blinking mockingly. Michael had always been a writer, finding solace in the written word. But after his roommate, Chris, admitted to reading his journal, the words wouldn't come. The inspiration had evaporated. Every sentence, every thought felt tainted, as if it was being scrutinized by a critical eye. He pushed back from his desk, the chair screeching on the floor. He hadn't written a single thing in a week.

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