"Another day, another dollar," Ben mumbled to himself as he walked into the office. The phrase felt hollow, devoid of any real meaning. It had been a week since he'd discovered that Emily, the new marketing assistant, was pulling in a bigger paycheck. He couldn't shake the feeling of being… lesser.

He avoided the break room, the usual hub of office gossip. He didn't want to hear the forced pleasantries, the meaningless chatter. The thought of engaging with his colleagues made his stomach churn. He felt the familiar weight in his chest, a dull ache that made it hard to breathe. He sat at his desk and looked out the window.

He turned on his computer, but the screen felt like a barrier. He looked at the mountain of work ahead of him, and he felt a wave of fatigue wash over 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