Her vision blurred. The tiny, innocuous words on the screen swam before her eyes. Secret account. False identity. The betrayal was a physical blow, a punch to the stomach that left her gasping. She slammed the laptop shut, the metallic clang echoing through the room.

She ripped the curtains open, letting the harsh sunlight flood the room. She needed air, needed to breathe. She walked to the window, unable to stand still, the revelation like a poison in her veins.

"How could she?" she whispered, her voice barely audible. Her chest heaved with each shallow breath. She felt a burning need to find her daughter and demand answers.

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