The remote control slipped from Mark's sweaty palms and clattered against the coffee table. He immediately recoiled, the sound amplifying the tightness in his chest. His father's disapproving sigh from the recliner in the corner was a familiar sound, a constant reminder of his perceived failures.

He gripped the cushions, his knuckles turning white. He felt a scorching heat creeping up his neck and his face. He hated this life. He hated the constraints, the questions, the constant judgment that felt like a weight crushing him.

He got up abruptly, nearly knocking over the lamp. He stormed out of the room, hearing his father's muted grumble behind him. He needed to be alone, needed to escape the suffocating atmosphere of the house.

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