dumbstruck - Story 36543 | Emotion Vectors in Gemma4-31B

The world seemed to tilt. Margaret gripped the phone tighter, her knuckles bone-white. She had been so proud of Emily, her straight-A student, her perfect child. This secret account, filled with images of rebellion and… romance, shattered everything.

She felt a cold sweat prickle her skin. The living room, usually so comforting, now felt alien, the furniture looming, the sunlight harsh. She felt a disconnect from her own body. Where did she go wrong? How could she not have known?

Margaret closed her eyes, a single tear tracing a path down her cheek. The silence in the room was deafening.
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Emotion: dumbstruck

Cluster: Surprise / Confusion

PC1 (Valence): -1.99 Negative

PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. 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 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:

`будто`	0.326
`не`	0.285
`😶`	0.275
`仿佛`	0.267
`依旧`	0.258

Suppressed:

`enthusi`	-0.278
`la`	-0.264
`K`	-0.260
`wholeheartedly`	-0.255
`쾌`	-0.254