The coffee tasted like ash. Chloe picked at a loose thread on her sleeve, her focus entirely consumed by the frayed fabric. The rejection, if it came, would be more than just a missed opportunity; it would feel like a personal failing.

She found herself avoiding eye contact with her reflection in the window, afraid of what she might see. The interview itself, a blur of practiced smiles and forced confidence, now felt like a charade.

β€œCome on, Chloe, just breathe,” she said aloud, the sound of her voice thin and reedy. The cafe was busy, but she felt utterly alone, trapped in a bubble of anxious anticipation.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229