brooding - Story 17426 | Emotion Vectors in Gemma4-31B

"Reunion," Michael said the word aloud, tasting the bitterness of it. He stood in front of the bathroom mirror, scrutinizing his reflection. The lines etched around his eyes seemed deeper than he remembered. He ran a hand over the stubble on his jaw, a gesture that felt more like a defensive shield.

The invitation felt like a summons, a mandatory reckoning with the ghosts of his past. He felt a deep-seated resistance, a primal urge to withdraw and hide. He didn't want to play their game, didn't want to pretend.

He turned away from the mirror, his shoulders slumping. He felt a sudden, visceral need for a drink. He needed something to steady the tremor in his hands.

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:

`S`	0.749
`😞`	0.329
`그의`	0.299
`un`	0.273
`但他`	0.270

Suppressed:

`de`	-0.917
`la`	-0.603
`a`	-0.369
`l`	-0.335
`her`	-0.330