He slammed the file cabinet shut, the metal echoing through the otherwise silent office. The DNA test results sat on his desk, the damning evidence of his father's infidelity staring back at him. Ethan ran a hand through his already disheveled hair, leaving it standing on end.

He shoved his chair back, nearly knocking it over. The sudden movement sent a tremor through his clenched jaw. Every muscle in his body felt coiled, ready to snap. He considered calling his father, but the thought curdled his stomach.

His gaze landed on the framed picture of his family, the same picture that always sat on his desk. He picked it up and found himself staring at the face of his smiling father with a fresh sense of disgust.

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