The phone vibrated on the polished mahogany desk, its insistent buzz a tiny, irritating echo in the otherwise quiet office. He snatched it up, knuckles white, and saw the message notification. He'd been drafting a scathing email to his boss about the abysmal quarterly projections, the words still simmering in his mind. He’d meant to forward it to his colleague, Mark, for a second opinion. Instead, he’d just sent the email – and the attached spreadsheet – to his mother. He crumpled the paper in his hand, the crinkling sound a brief moment of satisfaction before the heat flared in his chest.

His jaw clenched. He imagined her reading it, picturing the hurt expression that would surely etch itself across her face. He ran a hand through his already disheveled hair, leaving it standing on end. He should delete it. He should call. He should... He slammed the phone down, the sound echoing in the stale air. A wave of nausea rolled through him. He needed air. Now.

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