The cheap dorm room door slammed shut behind Liam, the sound echoing in his chest. He ripped his backpack off, flinging it onto the chipped desk. His breath hitched in his throat, a tight, burning sensation he couldn't seem to control. The journal. On the bed, open to a page he *knew* he hadn't left it at. Sarah’s perfume, sickly sweet and cloying, hung in the air, mocking him. He wanted to scream, to smash something. Instead, he gripped the edge of the desk, knuckles white, and squeezed.

He strode over to Sarah’s side of the room, his jaw clenched. Her textbooks were neatly stacked, her side of the room pristine as always. He took a deep breath, trying to steady himself, and focused on the rhythmic whir of the old air conditioner. The sound wasn't helping.

"Sarah!" he roared, his voice thick with a suppressed fury. He didn’t wait for an answer, turning back to his side and grabbing his own journal. It felt tainted now, a violation of something precious.

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