Rain lashed against the windows, mirroring the tempest inside him. Liam stared out at the gray cityscape, a cup of cold coffee growing stagnant on the sill. The rejection email from StellarTech sat unread in his inbox, a digital weight on his chest. He knew Sarah had aced the interview. She always did.

He kicked the leg of the rickety desk, the wood groaning in protest. He should be happy for her, truly. They’d been through thick and thin. But the thought of her succeeding where he’d failed left a sour taste in his mouth, a bitter residue he couldn’t wash away.

He considered smashing the mug, but then thought better of it. The mess would just add to the already crushing feeling of inadequacy. He sighed, a sound that seemed to carry the weight of the entire world.

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