The waiting room's drabness didn't bother me. I fidgeted with the worn strap of my handbag, a tiny smile playing on my lips. The receptionist's voice, usually a grating drone, sounded almost melodic when she called my name.

The doctor, normally so serious, seemed almost jovial as he reviewed the chart. "Well, Ms. Davies," he began, a twinkle in his eye, "I'm afraid there's been a slight error. These aren't your records."

A giggle bubbled up from my chest. My heart felt light. The news, the news I'd feared for months, was not mine. I would live to see my grandchildren grow up, after all. "Really?" I asked, my voice barely a whisper, a huge smile finally breaking across my face.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401