“We are not currently seeking..." The phrase echoed in Sarah's ears as she stared at the email. She felt a tightness in her chest, as though something were physically squeezing her. This was the fifth rejection she had received. She slammed her laptop shut, the sound echoing in the otherwise silent apartment. She wanted to hurl the device across the room. She stood, pacing the small space, her hands clenched into fists, her fingernails digging into her palms. She needed to escape this feeling.

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