Rain hammered against the windowpane, mirroring the relentless drumming in Elias's skull. He slouched further into the threadbare armchair, the newspaper trembling in his grip. The damn thing had been a mistake, a foolish, youthful attempt at profundity. Now, here it was, splashed across the admissions office website, under the headline: “Exemplary Essay: The Power of Vulnerability.” He felt a knot tighten in his gut.

He slammed the paper down. Years. He had moved on. He had a life. Why did it have to resurface now? He ran a hand through his already messy hair, a fresh wave of heat flushing his cheeks. The coffee on the table was cold. He pushed the cup away.

He considered smashing the laptop against the wall, but he didn’t. He had things to do, bills to pay, a life he didn't want to mess up. He just wished he could rip out that page, shred the whole damned thing, and bury it deep where no one would ever see it.

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