Rain lashed against the windows of Leo's apartment, mirroring the tempest within. He'd just seen the email – his meticulously crafted piece on post-modern architecture, published. But under the name of Professor Alistair Finch. Leo crumpled the email in his fist, the paper crackling like a dry leaf. He paced the cramped living room, the worn rug doing little to soften his steps. A bitter taste coated his tongue; he swatted at the air as if trying to physically remove it.

He slammed his hand against the wall, a sharp, echoing thud. The frustration was a knot in his stomach, twisting tighter with each passing minute. He ran a hand through his already dishevelled hair, the action desperate and unthinking. Outside, a lone car horn blared, a discordant note in the symphony of his discontent.

He felt a deep, slow burn beginning to consume him, a silent rage that settled like a stone in his chest. The silence of the apartment felt suffocating, as though the walls were closing in, mocking his ambition, his efforts, and his very soul. He needed to *do* something. Anything.

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