He found himself pacing the cramped confines of his dorm room. Each footfall echoed in the sterile space, a relentless drumbeat against the silence. The rejection email, a digital ghost, haunted his every move. The weight of it seemed to press down on him, stealing the air from his lungs.

He ran a hand through his already messy hair, leaving it standing on end. The posters on his wall, once vibrant reminders of his aspirations, now seemed mocking. His future, once a clear path, was now shrouded in shadows. He kicked a discarded textbook, the sound a frustrated release of tension.

He considered calling his parents, but the thought of their disappointment tied his stomach in knots. He was meant to be the success story. The one who made it out. Now, he was just… stuck.

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