“Blast,” Sarah muttered, crumpling the rejection letter in her fist. The paper crackled and crumpled. The air in her small apartment seemed to thicken with frustration. She’d always wanted to be published by this press.

She slammed her hand on the desk, the impact jolting through her arm. Tears pricked at her eyes. The manuscript was her heart, her soul poured onto paper. She'd given everything to it. Now, it was just another manuscript.

She sat heavily on her bed. A memory surfaced of her writing group, and she realized she'd have to tell them the bad news. This thought made her chest ache. She felt a deep connection with each of them.

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