The news sunk into Clara like a lead weight. She was in the library, the hushed atmosphere somehow amplifying the hollowness in her chest. The quiet rustle of pages, the gentle tap of keyboards – all suddenly felt mocking. She slumped in her chair, the color draining from her face.

Her scholarship application had been denied, and now the future she'd carefully planned out seemed to crumble around her. She closed her eyes, trying to block out the images of all the goals she had hoped to achieve, that might now be out of reach.

She absentmindedly traced the worn cover of her textbook, a tangible reminder of her current situation. The scent of old paper and ink usually comforted her, but today it just added to the desolation. She would have to go home and tell her parents. She felt her muscles contract, anticipating the disappointment.

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