"Condos? Here?" Leo laughed, a short, sharp bark of disbelief that echoed strangely in his sparsely furnished apartment. He’d always prided himself on his detachment, on his ability to glide through life without getting emotionally invested. But this… this felt like a sneak attack.

He tossed the notice onto his coffee table, the paper landing with a soft thud. He stood and paced his small living room, his energy abruptly heightened. He glanced out the window at the familiar brick facade of the building, suddenly noticing details he’d never seen before – a cracked windowpane, a faded fire escape.

He abruptly grabbed his keys and slammed the door, the sound sharp in the hallway, as if to ward off this unwanted shift. He needed air.

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