The workshop was a mess, tools scattered across the workbench, wood shavings clinging to everything. Leo stood amidst the chaos, the apology letter crumpled in his back pocket. He hadn’t touched it since he’d fished it out of the mailbox. The air tasted of sawdust and unresolved anger.

He slammed a hammer against a stubborn piece of wood, the impact reverberating through his arm. He wasn't paying attention, the wood splintering under the force. He cursed under his breath. He had thought that time had healed the wound, but the letter had reopened the gash.

He rubbed his aching temples, the wood dust now smeared across his forehead. He hated the way it made him feel, the tightness in his chest, the dull ache behind his eyes. He wished he could just… build something to fill the void.

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