The notice, a stark white rectangle, vibrated in Martha’s clenched fist. She ripped it from the lobby wall with a violence that startled a passing delivery driver. "Condo Conversion," the headline screamed, a personal affront.

Her jaw ached, locked in a rigid line. She jammed the paper into her overflowing tote bag, narrowly missing the edge of a half-eaten bagel. The elevator felt smaller, stuffier, as she ascended to her floor.

Inside her apartment, she slammed the door with a force that rattled the picture frames on the wall. The familiar comfort of her cluttered living room offered no solace. The news had left a bitter taste in her mouth, a burning sensation in her chest.

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