perplexed - Story 104110 | Emotion Vectors in Gemma4-31B

The weight of the task pressed down on Robert. The directive had been clear, crisp, and devoid of any personal consideration. Train your replacement. He felt a deep sense of wrongness.

He leaned back in his chair, staring at the ceiling, trying to process the information. He couldn't. He didn't want to. He had been here for years, a fixture, a cornerstone. This felt like some terrible mistake.

He ran a hand over his face, feeling the stubble of his beard. He wanted to go home. He closed his eyes. The thought of this other person, this stranger, taking over his role made his stomach churn. The world around him had tilted on its axis.

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