The postman had just left. Emily picked up the envelope, her fingers clumsy. A wave of… something unfamiliar, washed over her. She knew instantly what it was, even before she’d opened it. Northwood High. Ten years.

She walked slowly into the living room, the invitation clutched tightly in her hand. The familiar floral wallpaper seemed to spin. She felt a sudden urge to sit, to just…stop. She sank onto the sofa, the soft cushions doing little to ground her.

Her gaze drifted around the room, taking in the framed photos, the comfortable furniture. Everything felt…wrong. Out of sync. She closed her eyes, trying to focus, but the image of faces and names, long forgotten, clouded her vision. She took a deep breath, trying to regain control.

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