He found the note taped to his locker, a terse announcement from HR. His stomach churned. He’d poured years into this place, his life intertwined with the humming servers and the flickering screens. He felt a cold rage settle in his chest.

His fingers fumbled as he unlocked the metal door. He ripped the note from the metal with a vicious tug, crumpling it into a tight ball. He tossed it into the nearest bin. The sound of the paper hitting the metal was satisfying.

The fluorescent lights of the corridor seemed to pulse, mocking him with their sterile, relentless glow. He jammed his hands into his pockets, a deep frown etching itself onto his features. He'd been looking forward to this morning's sales meeting. Now, he wanted to tear the damn whiteboard down.

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