The shovel, heavy in Amelia’s grasp, felt like an extension of her own fury. She’d been meticulously tending the rose garden for weeks, a therapeutic ritual designed to soothe her nerves. Now, she swung the shovel with savage precision, hacking at the soil. The previous owners hadn’t even bothered to tell her, just let her start a life and new memories here.

Her breath came in ragged gasps. The cool morning air did nothing to calm the fire that was consuming her from within. Every rustle of leaves, every chirp of a bird, was an insult.

Each swing was a release, a visceral expression of the betrayal she felt.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285