perplexed - Story 104417 | Emotion Vectors in Gemma4-31B

The vibrant paintings in the art gallery seemed to mock him. He stared at the wallet in his pocket, its presence a jarring dissonance against the backdrop of beauty and creativity. He felt like an intruder, an imposter.

He kept remembering the security guard’s face as he walked past, a fleeting look of suspicion that sent a shiver down his spine. He tugged at his collar, feeling suddenly suffocated. Every brush stroke, every sculpture, seemed to be staring back at him, judging his actions.

He made a hurried exit, eager to escape the suffocating feeling. He had to be away from the gaze of anyone, anywhere.

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