"Uninspired," the email from Zenith Publishing had declared. Eleanor shoved her laptop across the table, the screen tilting precariously. Her stomach twisted, a bitter knot forming in her gut. She’d envisioned this moment a thousand times, each one ending with acceptance, a celebratory champagne toast. Now, a cold wave washed over her, making her fingers numb. She stood abruptly, pulling the chair backward with a screech that echoed in the silent room. She needed air, she needed to *do* something. She stormed out, slamming the door behind her, the noise like a gunshot in the otherwise peaceful afternoon.

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