He poured himself another glass of whiskey, the amber liquid doing little to warm him. The secret account was a black hole, sucking away the remnants of his peace. His daughter, Chloe, was living a life he couldn't grasp. A feeling of dread took hold of him.

He felt a profound sense of helplessness. The phone lay discarded on the table, its screen a dark mirror reflecting his own troubled face.

He picked at the label on the bottle, the silence in the room pressing down on him, heavier than it had ever been before. He was utterly alone.

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