The lawyer across the desk sighed, the sound echoing in the sterile office. "Unfortunately, Ms. Chen, your design closely mirrors the existing patent. There's little we can do." The legal jargon washed over Maya, a language she didn’t understand.

She nodded slowly, barely registering the words. All her life she’d dreamed of opening a bakery. Now, this new oven design – the core of her vision – was blocked. The lawyer's words seemed to grow distant, like they were underwater.

She stared out the window, at the bustling city below, suddenly distant, unreachable. She felt a profound sense of loss, as if a vital piece of her life had been snatched away.

Her hands clenched.

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