The phone practically vibrated off the desk. Liam snatched it up, knuckles white. Ms. Abernathy…followed? His Instagram profile was *private*. He'd been so careful, curating a feed of goofy cat videos and bland travel photos. A wave of heat flushed his face. He’d spent the last year trashing her in private DMs with his friends. The messages. The *memes*. He slammed the phone down, the plastic case clicking sharply against the wood. He needed air.

He kicked his desk chair backwards, sending it sprawling. His chest felt tight, constricted. A low growl rumbled in his throat. He stalked to the window, staring at the perfectly manicured lawn below. He wanted to scream, to shatter something. The sheer injustice of it. How *dare* she?

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