David found the phone in the glove compartment, tucked beneath a crumpled map. His chest tightened. He hadn’t touched the car in weeks. The phone was new, unfamiliar, and had a password he didn't know. He swallowed hard, then felt bile rise in his throat.

He unlocked the car, the interior reeking of his wife's perfume. He felt a dull ache behind his eyes, a pressure building in his skull. He went into the house. The sight of Sarah, humming in the kitchen, casually stirring a pot, nearly pushed him over the edge.

He forced a smile, his jaw aching from the effort. "Anything interesting happen today?" he managed to ask, his voice sounding oddly high-pitched to his own ears. Her smile was too bright, too casual, and her eyes didn't quite meet his.

He turned and walked away, needing to put distance between himself and her placid indifference. He slammed the front door, leaving a tremor in the quiet house.

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