The vibrant colors of the morning felt wrong. He'd been listless, staring at the ceiling, the light causing a dull ache behind his eyes. Even the chirping birds outside, usually a source of joy, now felt irritating, a reminder of a world he couldn't connect with.

A metallic grinding pierced the quiet. He stumbled to the window, a premonition settling in the pit of his stomach. Sure enough, his vintage sports car, meticulously cared for, was being hauled away. A small sign on the curb announced construction starting that day.

He clenched his fists, but the anger was a flicker, quickly extinguished. He simply turned away, the familiar weight returning, settling over him like a shroud.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259