The news about the building going condo arrived like a final blow. He felt defeated, worn down, like a boxer who'd taken too many hits. The fight had drained out of him. He felt hollow, empty, like a shell.

He started spending most of his time in bed, the curtains drawn, the room shrouded in perpetual twilight. The world outside felt far away, a distant hum. The sheets were twisted, the pillows unkempt, a reflection of his internal state.

He found himself unable to focus on anything, his attention scattered and frayed. He’d pick up a book and read a few lines, only to realize he’d absorbed nothing. The simplest instructions – to boil water, to order food – felt beyond his grasp.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307