The list was stained with coffee and tears. *Write a poem.* *Go to a comedy show.* *Find my soul mate.* The words blurred before her eyes. Her grandmother, always stoic and practical, had written these intimate desires.

She wandered through her grandmother's cluttered apartment, the air thick with the scent of lavender and old books. She felt a growing sense of unease, a hollowness that echoed through the rooms. She picked up a framed photograph of her grandmother, her usual certainty shattered.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196