The phone call from her father was sharp and to the point. “Get home, we’ll figure this out.” Maria hung up the phone. She felt a strange buzzing in her ears.

She went to her desk and started gathering her things. Her books, her laptop, all the things that represented her life here. She felt a knot forming in the pit of her stomach. The packing itself felt like a surreal exercise.

She did not know where she was going or what she would do. All her plans and goals seemed to have turned into an indistinct mist. Her future had vanished.

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