The elevator ascended slowly, each floor a torment. Michael stared at the numbers ticking upwards, his face a mask of careful neutrality. His shoulders were slumped, his tie loosened, a rare concession to his mounting unease. The casual dismissal of his concerns, the placid tone of his supervisor's voice, played again and again inside his head.

He didn't bother to reply to the casual "How are you?" from the woman who stepped in on floor 7.

He wanted to scream. He wanted to break something. The unfairness of it all lodged in his throat, a bitter, inedible lump. He'd poured his heart and soul into this company for a decade. He'd watched the young ones come and go, taking all the shortcuts. He felt the cold elevator pressing him.

He got out on his floor, went to his desk and slammed his head on the desk.

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