The harsh fluorescent lights of the storage unit seemed to amplify the silence. Maria clutched the letter, her knuckles white. The air felt thick, heavy, as if the very air was against her. The smell of mildew and forgotten things clung to her clothes as the words replayed in her head. She knew the handwriting; it was her own. The date, a painful reminder, was scrawled at the top.

*“If I tell him the truth, I’ll lose everything,”* she read aloud, her voice barely a whisper. The words felt like a physical blow. The letter went on, detailing her internal struggles, the secrets she’d kept, the lies she’d told. She had never been so close to confessing her deepest thoughts.

She dropped the letter and pressed her palms to her temples, a deep ache in her skull.

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