The cool metal of the laptop’s casing felt like ice against Marcus's skin. He slammed the lid shut. Years. Years of shared expenses, of careful budgeting, of him thinking they were *together*. He walked over to the window, staring out at the manicured lawn. The perfect facade. The life they built together. All lies.

His hands shook as he reached for the whiskey bottle. He took a long, burning swallow. He could feel the bile rising in his throat. He’d trusted her. He'd poured his heart out to her. And she had been secretly planning her own future, without him.

He pictured her, her smile, her touch. And now, he felt only a cold emptiness, a void where trust had once resided. He slammed the glass down, the sound cracking through the stillness of the house. He had to confront her. He had to know the truth. He started pacing, the anger building with each step.

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