Rain lashed against the windowpanes, mirroring the relentless drumming in Eleanor’s head. She watched, motionless, as the soaked terrier bounced into her rose bushes. The dog’s owner, Mr. Henderson, would undoubtedly come to retrieve him soon, apologetic as always.

She didn't feel the usual surge of annoyance. Just a profound, crushing apathy. Her body felt like lead. She sat slumped on the couch, the blanket pulled up around her ears.

The thought of facing anyone, even for a simple exchange, felt like a monumental task. She closed her eyes, wishing she could simply disappear. The world seemed so loud, so demanding.

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