The old clock in the hallway chimed, the sound a mournful knell. He ignored it, pacing back and forth in the confines of his small living room. The blueprints, carefully rolled and tied with twine, lay abandoned on the coffee table. He should destroy them, he thought, the thought a bitter comfort. Burn them, so no one else could steal his ideas. He rubbed his temples, a dull headache thrumming behind his eyes. He hated the feeling of being trapped. He felt confined to a space of anger and frustration.

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