The attic felt suffocating. The air clung to her like a damp shroud. She yanked open the old trunk. It was a jumble of cast-offs, evidence of another family's happiness. Why had they left this for *her*?

A child's teddy bear, missing an eye, stared up at her. She snatched it up and threw it across the room. She was alone with the dust and their discarded memories.

A small wooden box contained a collection of photographs. They smiled from the photos, the family. They were the perfect family. She ripped them in two. Each tear felt like a tiny victory. She had no one, and no one wanted her.

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:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262