Her voice was harsh, cutting through the silence of the hospital room. “So, you’re telling me… after everything… there’s *another* one?” Olivia glared at her mother, who lay weak and pale in the bed. The woman’s confession, a whisper against the backdrop of beeping machines, had felt like a final insult.

Olivia moved quickly around the room, picking up items and discarding them. The flowers, the get-well cards, the half-eaten fruit – all now felt tainted by the secret. She was overcome with the feeling of betrayal.

She walked out and slammed the door, ignoring her sister.

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