The list was on the refrigerator, held up with a picture of them smiling, a picture she’d taken. "Go skydiving." She glared at the bubbly script. How long had he been secretly harboring these dreams? Why hadn't he shared them?

She found herself gripping the edge of the counter, knuckles white. A tremor ran through her, leaving her feeling weak and exposed.

She wanted to scream, to shatter something, to dismantle everything they’d built. Instead, she slowly closed the refrigerator door, the photograph mocking her.

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