The ringing had startled her. It was late, past midnight, and Liam was already asleep. The phone, usually a fixture on the kitchen counter, was now perched on the nightstand beside him. She’d hesitated, her hand hovering over the glowing screen, before answering. A woman’s voice, soft and hushed, asking for ‘Liam’.

Her heart hammered against her ribs, a frantic rhythm against the quiet darkness. She’d quickly hung up, her fingers trembling as she slid back into bed. She could feel the heat radiating from him, the steady rise and fall of his chest. But something was different, the gentle murmur of his breathing now felt distant, foreign. A cold wave swept over her, leaving her suddenly restless.

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