Rain lashed against the window of David's cramped apartment, mirroring the storm inside him. He’d woken up with a knot in his stomach, a feeling that had only intensified as the day wore on. The announcement about the promotion was coming any minute.

He’d meticulously reviewed the project proposals, trying to find some flaw, some advantage, some detail that would prove his worth, but he found none. His mouth tasted metallic, and the air in the room felt thick, like he was breathing through cotton.

He caught his reflection in the dark screen of his turned-off laptop; his eyes looked tired, the corners of his mouth pulled down. He hated the way he looked, hated the feeling of utter helplessness.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259