The letter was found within a box of old photographs. Maria discovered it while sorting through her late mother’s belongings. The discovery hit her like a punch, instantly taking her breath away. Her hands shook as she unfolded the letter. The words swam before her eyes.

She stood frozen in place, the photograph still clutched in her hand, as if she were unable to move. A knot formed in her stomach, and a bitter taste filled her mouth. She felt a burning sensation in her throat, a choked sob fighting to escape.

She closed her eyes, trying to block out the words, the memory. Then, she opened them, and slowly, deliberately, ripped the letter into tiny pieces. The shreds of paper drifted to the floor, a physical manifestation of her shattered peace.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260