The attic felt stifling, the dust motes dancing in the weak sunlight. A photograph of her mother, the woman who had always claimed to have been burdened with responsibility, revealed her laughing, carefree, and with a man that was not her father. He had always been so stoic, so serious, and now the truth was laid bare.

She slammed the trunk shut, the wood splintering under the force. The carefully crafted family history felt like a suffocating shroud. She wanted to rip it off, to expose the raw truth.

Her hands trembled as she descended the stairs.

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