“Another coffee, please,” Leo said, his voice flat, devoid of any inflection. He avoided eye contact with the barista, focusing instead on the steam curling upwards from the espresso machine. The aroma of roasted beans usually soothed him. Today, it was just another irritant.

He sat by the window, watching the city swirl. He was supposed to be happy. He had a good job, a nice apartment, a comfortable life. But the information, casually dropped by the office gossip, had cast a long shadow over everything. The new hire, straight out of school, was earning more than him. More.

He took a long sip of the bitter brew, the heat doing little to soothe the icy chill that had settled in his bones. He knew he should be doing something, anything, but the energy to act felt drained. He wanted to vanish.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330