The flickering neon sign outside the arcade seemed to mock Leo. He hated that place. He'd been avoiding it. He loved arcades. But 'CyberSonic,' his online friend, had mentioned going to it. That made it impossible.

His apartment felt like a prison. The silence was deafening, amplifying his feelings of isolation. He felt a profound sense of powerlessness. He knew, deep down, that the two of them would know the same games, the same music, the same smell.

He slammed his fist on the table, the sound a release of pent-up frustration. He wanted to scream. He slumped back in his chair, staring blankly at the ceiling. The idea of the encounter left him in a state of exhaustion.

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