perplexed - Story 104410 | Emotion Vectors in Gemma4-31B

The keys felt heavy in her hand. “Right,” Maria said to herself, her voice barely a whisper. Her brother, Carlos, was already trying to unlock the back door.

She took a deep breath, the scent of lavender and old wood filling her lungs. The house was everything she remembered and yet, somehow, profoundly different. She felt a vague disquiet.

Carlos pushed the door open, a gust of wind rustling through the overgrown garden. Maria stood frozen, her gaze fixed on the familiar scene. The thought of all the decisions, the responsibilities, left her with a feeling she couldn't quite name. She swallowed hard, then followed her brother inside, the keys still clutched tightly in her hand.

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
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196