He’d always been a collector, a hoarder of sorts. Now, looking at the photographs, the trinkets, the objects that defined his "family" – he felt a deep, visceral revulsion. It was all a lie, a carefully constructed façade.

He began emptying drawers, ruthlessly discarding everything. Old letters, forgotten birthday cards, useless objects.

His breath came in short, shallow gasps. His hands trembled as he tore up the sentimental clutter. He wanted to destroy it all, to erase every trace of the life he thought he knew.

He ended up throwing the items into a trash bag. The bag was tossed into the dumpster. He didn't look back.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273