The thought of facing Tiffany in a therapy session made Clara's insides feel like they were doing somersaults. She tried to appear composed, but her cheeks felt warm. This was the same Tiffany who used to trip her, steal her lunch, and torment her in the schoolyard. And here she was, her therapist. She was almost giddy with anticipation.

She sat in the waiting room and the sensation of lightness spread throughout her. She played with her fingers. She couldn’t help but smile slightly. What a turn of events!

Tiffany, looking polished and put-together, gestured towards a comfortable couch. Clara felt a burst of… well, something… as she followed her.

"So, Clara," Tiffany said, her voice carefully modulated. "How are you doing?"

Clara took a moment, considering. "Oh, you know," she replied, her voice filled with a subtle energy, "just the usual anxieties. And a few… unresolved childhood issues." She bit back a giggle.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403