The chipped mug in Amelia's hand trembled. Liam was across the small kitchen table, casually recalling the fireworks display. He remembered it as a warm summer evening, filled with laughter and shared hotdogs. Amelia felt a cold spike through her chest. It was nothing like that.

"The wind was howling, Liam!" she finally blurted, her voice sharp. "We nearly froze. And the hotdogs were burnt to a crisp." He just looked at her, his eyebrows raised in amusement.

She slammed the mug onto the table, the ceramic clinking loudly. The entire memory, the sheer injustice of his revisionism, sparked a fire in her. Had he even been there?

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