The small apartment felt like a cage. Her phone lay on the floor, discarded, a silent testament to her blunder. She’d meant to text her friend, letting out her frustration about her disastrous date: "He's the worst." The text went to the date himself.

She buried her face in her hands, the rough fabric of her sweater scratching her skin. She remembered his face, the smile that had turned to a frown. She pressed her fingertips into her temples.

She imagined his reaction. She felt the blood rush to her face. She closed her eyes. This was the worst thing that had ever happened to her. She wanted the earth to swallow her whole.

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