"Mom, can you help me with the coding again?" Maya’s voice, bright and earnest, sliced through David’s evening. He closed his laptop with a snap, a familiar tightness gripping his stomach. He’d taught Maya, his daughter, a few basic programming concepts a year ago, thinking it would be a fun bonding experience. Now, at fifteen, Maya was obsessed. His once-peaceful evenings were now filled with complex code, debug sessions, and rapid-fire questions about algorithms he barely remembered. His old passion for game development had been turned into his daughter's domain. He felt a sense of disorientation, like navigating a maze he'd designed but no longer understood.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219