The discovery left David feeling… hollow. He sat on the floor, the open bank statement spread before him like a death sentence. Twenty years. Twenty years of marriage, and Emily had been squirreling away money. The trips, the new car – all paid in full from *her* separate funds. He suddenly felt a desperate need for air.

He stumbled to the balcony, leaning against the railing. The city lights blurred through his unshed tears. Was it mistrust? Disdain? A plan for the future that didn’t include him? He felt a sense of disorientation, a twisting knot in his stomach.

He turned and went back inside, his gaze sweeping over the familiar furniture. It all felt foreign now, tainted by a secret he’d never suspected. He picked up his phone, his finger hovering over her number, but he dropped it back onto the side table. He couldn’t bring himself to face her just yet.

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