Liam was pacing, the worn wooden floorboards groaning under his frantic steps. The email sat open on his laptop, the stark words “Permanently Closed” glaring back at him. His stomach was a knot, twisting and churning. He'd practically lived at that place, The Golden Spoon.

He tugged at his hair, yanking at the roots. His fingers fumbled with the clasp of his watch, his hand visibly shaking. This was a nightmare. He had to call someone. He needed to talk to someone. He grabbed his phone and fumbled with the dial pad.

He needed the pasta, the perfect pasta, the pasta he always ordered. He couldn't imagine a life without it. He needed a plan, a solution. He needed to *do* something, anything to keep them open. His brow was slick with sweat.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359