The flyer, a stark white rectangle, felt cold against Amelia’s fingertips. "Closing. After 27 Wonderful Years." The words blurred, and the world seemed to tilt slightly. She’d been coming to Lorenzo's every Tuesday for the last fifteen years. It was her sanctuary, the place she went to feel grounded.

Her appetite was gone, a familiar ache in her stomach. She wandered through the grocery store, aimlessly picking at wilted lettuce and bruised peaches. None of it felt right. She tossed everything back into the bin, the clatter echoing in the sterile silence of the produce aisle.

She sat on the park bench, watching the squirrels, but they didn't bring the usual spark of amusement. Her shoulders slumped, and the vibrant autumn leaves seemed dull, lacking their usual vibrancy. The world was suddenly muted, the colors drained from the landscape.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307