My jaw nearly unhinged. Mark, the bane of my existence throughout elementary school, a therapist? The woman at reception had just confirmed it, and my stomach did a series of giddy flips. I gripped the worn leather of the waiting room chair, a wide, goofy grin plastered across my face. I imagined the scenarios: him sweating under pressure, me calmly recounting his playground antics. The possibilities… They were endless.

My fingers drummed a rapid staccato against my thigh, the sound echoing in the otherwise quiet room. I picked at a loose thread on the armrest, pulling it until it snapped. My chest felt tight, in a good way. Like I had swallowed a balloon and it was slowly inflating.

“Mr. Davis?” a voice called. My heart leaped into my throat. This was going to be better than I had ever imagined.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341