The sterile waiting room of the specialist's office felt like a padded cell. Margaret found herself pacing. She couldn't sit still, her hands clammy. The diagnosis, “Tempo-Degeneration,” had stolen the breath from her. She felt like a delicate vase, and the world was a clumsy giant.

She needed to get out, to breathe. But the door to the office was still firmly closed.

Suddenly, the door opened, and a woman emerged, her face pale, her eyes red-rimmed. She bumped into Margaret as she stumbled out. Margaret caught her arm. "Are you alright?" she asked, the words feeling alien in her own throat. The woman looked up, her expression a mix of anguish and… something else. “I… I have it too,” she choked out.

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