The doorbell’s shrill ring sliced through the oppressive quiet of the afternoon. Eleanor considered ignoring it, letting whoever it was think she was out. The thought flickered, then fizzled out, like all her other efforts lately. Sighing, she shuffled to the door, the linoleum cold beneath her bare feet.

Her neighbor, Mrs. Gable, stood on the porch, a beaming smile plastered on her face. "Oh, Eleanor! Wonderful timing! I was wondering if you’d consider letting me use a little strip of your yard for a garden. Just a small area, along the fence. I'm imagining tomatoes and maybe some basil…"

Eleanor felt the request like a weight. The sun was too bright. Everything felt too loud. She mumbled a reply, her voice barely audible, something about thinking about it. Mrs. Gable's smile faltered, but she recovered quickly, chattering about the benefits of fresh vegetables before finally leaving. Back inside, Eleanor closed the curtains, plunging the house back into semi-darkness. The world outside felt so… taxing.

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