The overhead fluorescent lights hummed, a familiar sound. Clara leaned back in the vinyl chair, the plastic cool against her skin. She'd been waiting for this appointment for weeks, a routine check-up. The doctor, a young woman with a kind face, entered the room, a file in her hand. "Good afternoon, Clara," she said, her smile warm. "Let's take a look at your… Oh." Her smile faltered.

The doctor’s gaze flicked down to the file, then back to Clara. A slight furrow appeared on her brow. “There seems to be a mix-up with the records. This file… isn’t yours.”

Clara didn’t rise to the bait, keeping her position in the chair. “Is that so?” she asked, her voice even. This sort of thing happened.

"Yes. It says… well, it says you have a very different medical history. Are you… are you sure you're feeling alright, Clara?" the doctor asked, a hint of concern in her voice. Clara felt a slight wave of amusement. The files claimed she had conditions that she’d never even heard of. She felt no sudden racing of her pulse, no change in her breathing. She was just fine, actually.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420