The phone call ended abruptly, leaving a chilling void in the silence of her kitchen. She stood stock-still, the phone still clutched tightly in her hand. Her mind was a whirlwind of colliding thoughts, sharp and piercing.

She slammed the phone down on the counter, the sound echoing in the room. The mundane objects around her – the fruit bowl, the salt shaker, the calendar on the fridge – seemed to mock her, silent witnesses to her devastation.

She paced the length of the kitchen, her steps frantic and uneven, her hands clenched into fists at her sides. She felt a burning pressure behind her eyes, the familiar precursor to tears she refused to shed.

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