"Unbelievable," Mark spat, kicking at a loose pebble on the sidewalk. He could feel the heat radiating from his core, a burning sensation that consumed his insides. He’d walked through this park countless times, never suspecting that *he* was just around the corner, online best friend, and now, a complete stranger. The thought sparked a wave of bitter disappointment.

He crossed his arms tightly across his chest, his gaze sweeping the scene: families laughing, dogs chasing frisbees, everything normal and irritating. He felt a sudden urge to scream, to lash out. The sheer deception of it all clawed at him.

He pictured the smug look on his face, the ease with which he’d spun his tales. A surge of pure frustration coursed through him. He wouldn't let him get away with it. He quickened his pace, the street lights beginning to blur in his vision.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296