The office felt stifling. Ava sat at her desk, the glow of the monitor reflecting in her wide eyes. The air conditioning hummed, a monotonous drone that did little to ease the tightness in her chest. She couldn't focus on the spreadsheets, couldn’t think about the quarterly report.

Her old diary, filled with teenage dreams and petty dramas, was now the talk of the internet. A flush crept up her neck, making her cheeks burn. It was mortifying.

She pushed her chair back, the squeak of the wheels echoing in the quiet office. She needed air, needed to be somewhere, *anywhere* else. She stood up. The world seemed to wobble.

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