The car keys felt heavy in his hand. He gripped them so tightly his knuckles were white. "Across the country," he muttered, the words tasting like ash in his mouth. He'd envisioned a future with her, a simple, comfortable life in their familiar town.

He spun on his heel and strode back into the house, his steps echoing in the sudden quiet. He knew he'd promised to help her pack, to be supportive. But right now, the thought made him want to lash out.

He went into the kitchen and ripped open the fridge. The sight of the half-eaten leftovers, a stark reminder of their shared meals, made his chest tighten. He slammed the door closed with unnecessary force.

Emotion: frustrated

Cluster: Anger / Hostility
PC1 (Valence): -1.56 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion frustrated. 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 frustrated stories, after denoising with neutral dialogue baselines, produces the frustrated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frustrated vector is projected through the unembedding matrix.

Promoted:
S0.344
P0.302
exasper0.257
aggravated0.254
que0.252
Suppressed:
unfolding-0.242
otre-0.226
latter-0.220
☺️-0.216
soon-0.212