The sterile white walls of the clinic did nothing to diminish the vibrant mural that adorned the waiting room, a collaborative effort by patients with Chromatic Anomaly. It was *her* idea. Her suggestion. Her design. Now it was finally done.

She leaned back in the uncomfortable chair, feeling a subtle vibration in her fingertips. Her fingers found the soft, worn leather of the bag sitting beside her. It contained her latest art supply haul.

A nurse called her name. The meeting with Dr. Ramirez was scheduled. She adjusted her posture and stood, her shoulders squared, ready to hear the update on the clinical trials.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453