The glossy brochure, showcasing pristine, high-end real estate, slipped from Maria's fingers. It fluttered to the floor, landing face-down on the polished hardwood. "Head of Sales," Ben had said, with a confidence that always made her secretly proud.

Her vision blurred slightly, and she blinked rapidly. A knot formed in her stomach, a tightening that made her want to claw at her chest. All those late nights, the canceled dates, the vague stories about "important clients." They suddenly seemed malicious.

She picked up the phone. Her fingers trembled as she dialed his number. The phone rang three times before his cheerful voice answered. "Hey, babe!" she heard. He hadn't seen the brochure. Her voice was flat. "We need to talk," she stated, the words clipped and devoid of any warmth.

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