hateful - Story 61359 | Emotion Vectors in Gemma4-31B

He kicked at the door. He felt the familiar fire in his gut. The previous residents, the "Gracious Grants," had thought they were so clever. Well, he'd show them. He'd show them all.

He found a box filled with art supplies. Canvases, paints, brushes. She picked up a brush, dipped it in crimson paint, and slashed across a canvas.

He kept painting. Dark streaks. Angry strokes. The mess. The fury. They would not be forgotten. The world was cold.

Emotion: hateful

Cluster: Anger / Hostility

PC1 (Valence): -1.71 Negative

PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.553
`S`	0.367
`retali`	0.313
`aggravated`	0.310
`恨`	0.308

Suppressed:

`la`	-0.334
`own`	-0.310
`optimistic`	-0.270
`been`	-0.264
`gradual`	-0.262