stuck - Story 142527 | Emotion Vectors in Gemma4-31B

The old typewriter sat on a table, a relic of a bygone era. Michael stared at it, the keys glinting under the dim light. He wanted to write, to create, but the words wouldn't come. Each sentence he began felt like a pale imitation of Finch's stolen prose. He had been so proud of his own work, so ready to share it with the world. He felt drained. He felt an inescapable feeling, like a closed door. He could make no progress.

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