She stood frozen in the doorway, listening to the incessant thumping. Her carefully crafted world, the calm and quiet she had so desperately sought, was crumbling around her. She felt like a trapped animal.

Her hands clenched into fists, nails digging into her palms. She bit her lip, trying to fight back the rising tide of panic. She considered calling the authorities, but the thought made her feel pathetic.

She backed away from the door, a slow retreat, the noise chasing her. She needed to escape, to find a place of refuge, before she shattered completely. But where could she go?

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229