Emily gripped her desk, knuckles white. The announcement was imminent. She'd spent weeks preparing, perfecting her presentation, networking with the right people. Now, the culmination of all that effort felt like a tightrope walk over a bottomless chasm.

Her breath hitched in her chest. She needed to seem calm, confident, but the tremor in her hands betrayed her. She'd always been ambitious, driven, but this… this was different. This exposed her vulnerabilities.

The constant chatter of the office had become an irritating buzz. She felt a powerful urge to flee, to escape this suffocating atmosphere of anticipation. She imagined the relief of the job being filled and the pressure being lifted.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314