Sweat prickled on Elias’s neck. He'd poured his heart into that mural, the one on the abandoned warehouse wall. He’d spent weeks, nights under the harsh glare of floodlights, transforming the grimy brick. Now, he was staring at a photo on someone's phone: a woman, laughing, with the mural's central figure – a weeping angel – permanently inked on her shoulder blade.

A wave of heat washed over him. He felt his jaw clench. How dare they? He slammed his fist on the table, the sound echoing in the cafe. The barista jumped. He had not given permission, he hadn't even known anyone had seen it.

His fingers itched, wanting to grab at the phone, to smash the screen. He imagined going to her and ripping her clothes to shreds. They had stolen his art, stolen a part of his soul.

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