Rain hammered against the windowpane, mirroring the relentless drumming in his head. The phone, which he'd unplugged days ago, started buzzing. It was a rhythmic, buzzing annoyance. He didn't bother to see who it was. The world felt muted, everything just a dull gray.

A knock. Not as insistent as a ringing phone. He peeked through the blinds. It was Mr. Henderson from next door, bundled in a raincoat, his face ruddy from the wind. He sighed, then went to open the door.

“Morning, uh, Mr. Henderson,” he said, his voice rusty from disuse. “What is it?”

“Morning. Listen, I was hoping we could chat about that maple tree on the property line. It’s blocking my satellite signal, and…” Henderson trailed off, observing his neighbor's haggard appearance.

“Right.” He looked at the floorboards, at the scuffed shoe tops of his neighbor. He felt a profound sense of inertia, a weight pressing down on his chest. It didn’t matter. He just wanted to go back inside. To be swallowed up by the silence.

He said, “Sure. Do what you need to.”

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