The old house felt oppressive, the silence a heavy weight. Clara’s breath hitched as she looked at the photos of her grandfather. The charming, reserved gentleman. He was laughing, sharing a bottle of wine with strangers. The photos didn't match the man she remembered.

Her hands shook as she picked up another picture. She felt her heartbeat accelerate. The carefully curated narrative of her family was a lie, a performance. She felt a burning sensation behind her eyes, a desire to destroy everything.

She threw the photos onto the floor, scattering them like fallen leaves. She felt a strange mix of betrayal and sadness.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253