The vibrant colors of the art studio seemed to mock Chloe's inner turmoil. She'd spent years perfecting her craft, channeling her emotions onto canvas. Now, the very foundation of her identity was crumbling. She stared at a half-finished painting, a portrait of her "mother," the brush lying limply in her hand.

She ripped the canvas from the easel and flung it across the room. The splat of paint on the wall was a satisfyingly violent sound. The studio, usually a sanctuary, now felt like a prison.

She grabbed her coat and stormed out, leaving the mess behind. The city streets, bustling with life, suddenly felt like a hostile environment. Everyone was connected, she realized, except for her. She was adrift, severed.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253