The silence in the room was deafening, punctuated only by the rhythmic tapping of Eleanor’s fingers on her desk. Her journal was placed face-down on the bed, its edges slightly frayed. She'd written extensively about her struggles with self-doubt, her hidden fears of inadequacy. Her roommate, Jessica, was attempting to appear engrossed in her laptop, but her posture was rigid, her shoulders tight.

Eleanor slowly moved the journal and looked up. “Jessica,” she began, her voice quivering slightly. “Is everything okay?”

Jessica flinched. “Yeah, fine,” she mumbled, her eyes still glued to the screen.

Eleanor, after a long moment, walked to the window.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296