A restless energy churned inside Mark, making it impossible to sit still. He paced his apartment, the worn rug a familiar comfort beneath his feet. He glanced at the speech notes, scrawled on a napkin, the words swimming before his eyes. It was a chore, the entire thing.

He picked at a loose thread on his sweater, the movement a nervous tic. The retirement party loomed, a looming obligation. The thought of all those people, all that forced cheer, filled him with a certain aversion.

He ran a hand through his hair, a gesture meant to alleviate the agitation. The air in the apartment felt thick, suffocating. He wished he could simply vanish. He felt like a ship without a sail.

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