He found himself pacing his cramped living room, the worn rug a familiar comfort beneath his feet. He had the distinct feeling of being encased in a glass box, observing the world from a distance. The complaint from downstairs – a terse note shoved under his door – sat on the table.

He picked it up, re-reading the scrawled handwriting, the words a personal affront. His jaw tightened. He clenched his teeth. The world seemed to conspire against him today.

He grabbed his jacket, the worn leather a familiar weight. He considered storming down there and giving the complainer a piece of his mind, but instead he exhaled slowly, and headed out for a long walk.

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