"It's like you're talking about someone else," she'd said. It was a statement, not a question, and the simple fact of it stole the air from Leo's lungs. He’d pictured this meeting for so long, and now, it was dissolving into this surreal reality.

He stared at the untouched plate of pasta, the food suddenly tasteless, the restaurant’s lively chatter a discordant symphony. He could feel a pressure building behind his eyes, a tightness spreading across his chest.

He'd poured out his heart, recounting adventures, inside jokes, moments that had defined their childhood. All met with a polite nod, a hesitant smile, a blank canvas where memories should have bloomed.

He pushed his chair away from the table, the scrape of the legs against the floor a harsh sound. He felt a desperate urge to flee, to escape this manufactured reality. The world tilted and felt unsteady.

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