Mayaโ€™s hands trembled as she clutched the physical copy of the anthology. Her essay, "The Weight of Inheritance," was showcased in the back. A sick feeling churned in her gut. She had poured her heart into this piece, revealing secrets sheโ€™d guarded for years.

The library air seemed suddenly thin, making it hard to breathe. Maya felt a frantic urge to escape the building, to disappear into the anonymity of the city. She kept checking her reflection in the glass windows, as if she could become invisible.

Her throat felt tight. She grabbed her backpack, wanting to leave. The essays' words felt too heavy to bear at the moment. She felt exposed, vulnerable.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229