The clatter of the phone hitting the counter was the only warning. Amelia spun around, her face flushed, to see Mark staring at the suddenly silent device. He looked as though he'd been caught in a lie, shoulders hunched, eyes darting from side to side. "Who was that?" she demanded, the words sharp as broken glass.

His throat worked, but no sound came out. He just stood there, looking at the phone as if it had personally insulted him. He ran a hand through his hair, mussing it further, and then, slowly, he turned towards her, a weak, almost pathetic attempt at a smile playing on his lips.

“Nobody, love,” he mumbled, voice tight, as if it were a physical struggle to speak. Amelia wanted to scream. The way his eyes wouldn't meet hers. The way his body seemed to shrink in on itself. He always had a smooth tongue, she had given him a look that could turn a man to stone.

She stormed out of the kitchen, slamming the door so hard the pictures on the wall rattled. The air in the hallway felt suddenly thin, as though it was struggling to carry the weight of his deception.

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