The dorm room felt cold, even with the heater cranked up. Maya sat cross-legged on her bed, clutching the letter to her chest. Her breath hitched. The scholarship was gone. Someone else would get to live the dream she'd been meticulously crafting for years.

She traced the faded pattern on her bedspread, a futile act of distraction. The cheerful posters on her wall – travel destinations, academic achievements – seemed to mock her, reminders of a future now stolen.

She hadn't spoken to anyone since she read the letter. The silence in the room was deafening, the shadows seeming to stretch and deepen with the encroaching dusk. The only sound was the frantic beating of her own heart.

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