perplexed - Story 104852 | Emotion Vectors in Gemma4-31B

He stared at the list, the paper trembling slightly in his grasp. *Ride a Harley Davidson.* *Visit a Jazz club.* *Fall in love again.* His father, a man of routine and quiet evenings, had these audacious ambitions. Thomas felt a prickling sensation at the back of his neck. This was a side of his father he hadn't known, a whole universe tucked away.

The living room felt alien, stripped of its usual comforting familiarity. He walked to the window, the overcast sky mirroring his mood. He’d always thought he knew his dad. Now, he felt like he was standing on the edge of a great unknown, staring into the abyss.

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