Rain lashed against the window of the coffee shop, mirroring the tempest inside Maya. The rejection email, crisp and cruel in its brevity, sat open on her laptop screen. She swirled the ice in her latte, the clinking a percussive soundtrack to her misery. Her jaw was tight, her shoulders hunched as if trying to disappear into the booth's worn upholstery.

She imagined the committee members, faces impassive, casually dismissing her application. Had they even looked at her essay? The one she’d poured weeks into, the one that exposed her soul. A bitter laugh escaped her, quickly swallowed.

The barista called out a name, and a girl practically bounced to collect her drink. Maya watched her, the girl's carefree energy an unbearable stab. She slammed her laptop shut, the metallic click echoing the finality of her situation. Another bill to pay, another shift to pick up.

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