The gallery's pristine white walls seemed to close in on Clara. Sweat slicked her palms as she stared at *Untitled 3*, her charcoal sketch of a wilting sunflower. The gallery owner, a slick man named Mr. Abernathy, hadn't contacted her. Not a phone call, not an email – just *her* work, hanging where everyone could see it. She gnawed at her lip, a habit she'd thought she'd broken years ago, as the crowd murmured around the artwork.

She imagined the faces of the people, their critiques, their judgments. Her stomach twisted into knots. Each comment, each glance at *her* sunflower, felt like a direct punch to her gut. She’d poured her soul into that piece, a reflection of her inner feelings and now it was out there for all to see, and she felt completely exposed.

The knot in her stomach tightened further, a physical sensation that made it difficult to breathe. She wanted to yell, to scream, to run. But instead, she just stood frozen, unable to move, trapped in a silent nightmare. Her hand found its way to the back of her neck, gently rubbing the place where pain likes to settle.

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