"Well, that figures," I muttered, the words barely audible. The morning light felt harsh, exposing the dust motes dancing in the air. I’d been meaning to get the car looked at, the engine had been sputtering for days.

Now, there was an enormous, conspicuous hole where my vehicle should have been. The tow truck had even left tire tracks, a grim reminder of its presence.

I didn't bother looking for a note. What was the point? Everything felt pointless. I slumped onto the porch steps, the cold concrete seeping into my jeans. My throat felt tight, and I swallowed hard, trying to dislodge the lump.

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:
šŸ˜ž0.417
ęÆå¤©0.353
无法0.330
own0.311
šŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307