He'd been aimlessly scrolling through social media when he saw it, a sponsored ad. He felt a sharp jolt, like a punch to the gut. It was an image of his childhood home. He sat frozen, a cold dread creeping up his spine.

He felt a deep exhaustion that ran from his head to his toes. The world had lost its color. His hands trembled as he clicked on the link. The interior photos showed a sleek, modern space, unrecognizable from the place he had known.

He thought of the laughter, the arguments, the shared meals around the kitchen table. He felt a suffocating sense of loss, a weight pressing down on his chest. He wished he could go back.

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