"Are you sure this is for me?" David asked, his voice barely a whisper. He held the notice out, as if offering it back to the landlord, a man he'd known for years. The man just nodded and gave a look of pity that was almost worse than anger.

He watched the landlord walk away, a slow, deliberate stride that felt like a finality. He stood in the doorway, the eviction notice a burning coal in his pocket. He closed his eyes, and the world seemed to tilt. This couldn't be happening. He’d lived here his entire adult life.

He gripped the doorframe, his knuckles turning white. He thought of his grandfather who had lived in the same place. He felt a rising wave of despair and found himself staring at the floorboards, trying to think of how he could make things right again.

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