“What did I do?” Clara asked, her voice barely above a whisper. Her neighbor, a burly man named Frank, stood in front of her, his face contorted in anger. He claimed she was "screeching" at all hours of the night. She loved to read quietly and watch TV. She couldn't understand.

She took a shaky breath, trying to calm the rapid beating of her heart. She couldn't stop staring at Frank. He filled the doorway, his presence overwhelming. She felt the sudden urge to hide.

She rubbed her arms, her skin prickling with goosebumps. She felt a growing sense of isolation, as if she were adrift in a sea of misunderstanding. She looked around her apartment, a place she considered her haven, and now it felt alien.

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