The pounding began just as Leo was about to finally relax. He’d spent all day perfecting the soufflé for his date. Now, the relentless sounds next door threatened to unravel everything. He slumped back against the counter, his carefully constructed evening now hanging in the balance.

He ran a hand through his hair, mussing it further. Every slam and crash was a physical manifestation of his unease, like a weight settling on his shoulders. He pictured the chaos, the dust, the disruption. He kept catching his breath, as if he couldn't get enough air.

He considered calling his date to reschedule. But that was out of the question. He'd been looking forward to this for weeks. He felt the familiar prickle of something close to panic rising in his chest.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256