The world seemed to have drained of color, leaving only shades of gray. Mark slumped on the park bench, watching children laugh on the swings. He couldn’t muster a smile, not even for them. He had just seen Mr. Evans, his neighbor, pull out of his driveway in a vintage convertible. Mr. Evans, who always wore the same worn-out sweater and grumbled about the price of eggs.

A hollow ache settled in Mark’s chest. The bills piled up on his kitchen table, mocking him. The interview had been a disaster. The future stretched before him, a long, empty road.

He ran a hand through his hair, feeling the dampness of the approaching storm. He recalled the countless times he’d offered to help Mr. Evans with his garden, only to be politely rebuffed. Now, the kindness felt like a cruel joke. He watched the car disappear down the street, and felt a profound disconnect from everything around him.

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