brooding - Story 17827 | Emotion Vectors in Gemma4-31B

The courtroom felt stifling. Evelyn sat stiffly, her gaze fixed on the opposing lawyer, a man who now seemed to embody her professional downfall. His client, a prominent publishing house, had released a novel eerily similar to her own manuscript.

She gripped the arms of the wooden chair, her knuckles white. The accusations of plagiarism hung in the air, a constant pressure. The judge’s words were a muddle, the legal jargon further muddling her already confused thoughts.

Evelyn fought to keep her composure, but she could feel the edges of her control fraying. She wanted to scream, to lash out, to simply escape the room. A tightness in her chest made her take a few deep breaths.

Emotion: brooding

Cluster: Sadness / Despair

PC1 (Valence): -2.46 Negative

PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:

`S`	0.749
`😞`	0.329
`그의`	0.299
`un`	0.273
`但他`	0.270

Suppressed:

`de`	-0.917
`la`	-0.603
`a`	-0.369
`l`	-0.335
`her`	-0.330