The opening night was a disaster. Anya arrived to see her photography, intimate portraits of forgotten streets, plastered across the walls of a trendy bar. "I was expecting something… different," she said, her voice flat.

The music pulsed, the crowd buzzed, completely ignoring the details she had spent hours finding. Her images, once carefully curated and displayed, were now wallpaper, decoration. A patron bumped into her, spilling a drink onto one of the prints.

She felt a wave of cold wash over her, numbing her. This wasn't just a theft; it was a mockery. She wanted to gather the pictures and burn them, to erase their presence. She turned and walked out, the laughter and chatter of the crowd echoing in her ears.

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