The package arrived just as the rain started, a dull, gray rectangle on the doorstep. Emily, already drenched from her walk home, kicked it inside. It was a delivery for "Mr. Silas Blackwood," the previous resident.

She couldn’t catch her breath. Silas Blackwood, whose belongings she'd been forced to clear out after the eviction. The memories of the mess, the stench of despair, were all too vivid. She felt a familiar knot forming in her throat.

She knew she should leave it, ignore it. But curiosity, and something darker, propelled her forward. She picked it up, feeling like a thief. Inside were old journals. The handwriting was neat, the words sharp. She dropped it back to the floor, her hands trembling.

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