"Another round?" The bartender's voice sliced through the haze of the pub. Marcus just shook his head, the amber liquid in his glass untouched. He stared into it, watching the light distort and shift, a microcosm of the reality he was now facing. Sarah, the girl he’d built sandcastles with and swore eternal loyalty to, had looked right through him at the bookstore yesterday. When he'd reminded her of their youthful escapades, she'd blinked, a polite "Oh, I'm sorry, that was someone else," hanging in the air. Now, the bar was a dark, echoing cave.

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