He paced the living room, the worn rug doing little to soften his heavy footfalls. The email on his laptop screen, detailing the terms of the lease amendment – *absolutely no pets allowed* – blazed like a digital sun. Liam ran a hand through his already disheveled hair, the gesture doing nothing to alleviate the growing pressure behind his eyes.

"She knew! SHE KNEW!" he muttered under his breath, the words laced with acid. The thought of Chloe casually ignoring his wishes, his needs, his… sanity, was a red-hot poker twisting in his gut.

He stopped, abruptly, and slammed a fist on the coffee table, a move that made the picture frames rattle. The delicate china figurines on the top shelf seemed to lean precariously. He bit down hard on the inside of his cheek, tasting blood.

The aroma of her freshly brewed coffee drifted in from the kitchen. He wanted to go in there and smash the pot to smithereens.

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