The afternoon sun streamed through the window, illuminating dust motes dancing in the air, a stark contrast to the gloom that seemed to emanate from Ethan. He sat at his kitchen table, the invitation lying before him like a dropped gauntlet.

He tapped a finger against the glossy paper, the rhythmic drumming a counterpoint to the quiet desperation building inside him. He felt pinned down, held in place by the weight of unspoken regrets. The gathering... a painful reminder of everything that could have been.

He felt a surge of heat in his cheeks, a flush that had nothing to do with the temperature. "No," he said aloud, the word a clipped, sharp rejection. He knew, despite the protest, he would go.

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