“Oh, my god.” Lisa whispered the words, but they were lost in the noisy chaos of the kindergarten classroom. Ms. Miller. The name echoed in her ears, a ghostly reminder of her own childhood. Lisa recalled a kind, grandmotherly figure. Now, standing before her, was the very same woman, looking remarkably unchanged. Lisa felt a jolt of something akin to disbelief, coupled with an unexpected wave of nostalgia. She felt the urge to giggle, or perhaps cry. Her palms felt clammy. She managed a strained, “Hello, Ms. Miller.”

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