The elevator doors hissed open, and she stepped out, her breath catching in her throat. The weight of her briefcase felt suddenly immense, as if it contained not just documents, but also the crushing pressure of her anxieties. Her usual brisk pace slowed.

She had spent the last several nights awake, replaying every interaction with the CEO, every casual comment made by her rival, Michael. Each analysis felt like a stab of negativity.

She unlocked the door to her apartment, the silence amplifying the thrumming in her ears. The prospect of failure loomed, a vast, dark emptiness that threatened to swallow her whole. The apartment, usually a haven, felt cold and desolate.

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