The air was thick with the scent of freshly cut grass and the murmur of casual chatter, a symphony of sounds that grated on Leo's nerves. He kept his hands stuffed in his pockets, his gaze fixed on the ground as he navigated the maze of tables. He had come to the yard sale hoping to find something, anything, to distract him from the relentless weight of his thoughts. He kept replaying it all in his head. Over and over. He hated that.

He stopped suddenly, his breath catching in his throat. Half-hidden beneath a pile of mismatched teacups, he saw the bear. He felt a sharp, almost physical pain in his chest. A wave of dizziness washed over him. He needed to leave. Now. But his feet wouldn't move. He reached out a hesitant hand, his fingers brushing against the faded fur.

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