The jumble of unwanted items seemed to fade away. My gaze locked onto the worn, familiar shape. It was Reginald. The years melted away, and I was eight again, clutching him tight as I drifted off to sleep. I pushed my way through the throng of bargain hunters, my pace quickening.

A man with a salt-and-pepper beard was examining a broken lawn chair. He barely glanced up as I approached, my hands clenching into fists.

"How much for the bear?" My voice was tight, almost desperate.

"Five dollars," he replied, pointing with a gnarled finger. "He’s seen better days, though." I didn't care.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🀩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
πŸ˜”-0.300