He'd spent the afternoon in his workshop, lost in the rhythm of his craft. But it hadn't worked. He had dropped his tools, the hammer clattering on the concrete floor, the wood splintering under the chisel.

He went inside. The house seemed to shrink, the walls closing in. He wandered through the rooms, the silence amplified by the absence of her voice.

He sat on the edge of the bed. The weight of his own thoughts pressed down on him, suffocating. He stared at the floor, seeing nothing, feeling everything.

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