A tremor ran through Maria’s hands as she gripped the phone. The admissions office lady was still speaking, but Maria couldn't concentrate on the canned apology. The words swam around her head. Rejected. No scholarship.

She hung up, her legs immediately feeling weak. She stumbled to the kitchen counter, needing to lean on something. The ceramic tiles felt cold and unyielding against her cheek. Tears pricked at her eyes, but she willed them away. She couldn't afford to fall apart.

She saw the empty cereal boxes and the dwindling milk carton. This was it. Her plans, the sacrifices, all leading to this dead end. She felt a wave of nausea, a hollowness that threatened to consume her. She closed her eyes, trying to breathe, trying to find a way forward.

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