The chipped mug warmed Finn’s hands, but did nothing to soothe the icy knot in his stomach. He stared out the window, watching the rain streak down the glass, blurring the familiar street. He'd been doing this for hours, the same static reel playing in his head: Sarah, moving, California, gone. He took a long, slow swallow of the lukewarm coffee, the bitterness doing little to help. He should be happy for her, he knew that. Dream job, new life, sunshine. Instead, a dull ache throbbed behind his eyes, a weight pressing down on him.

He slammed the mug down on the counter, the ceramic clinking sharply. The sound echoed in the sudden quiet of the apartment, amplifying the loneliness. He wanted to scream. He wanted to break something. He ran a hand through his hair, the strands catching on his knuckles. He went to the fridge and grabbed a beer. He opened it and took a long drink. The fizz tickled his throat but offered no solace.

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