The accusation hung in the air, thick and suffocating like the stale classroom. Sarah watched Liam’s face crumple as the professor delivered the news. His usual confident posture had dissolved, replaced by a slump that spoke volumes of defeat. She knew, from experience, the crushing weight of such a judgment.

Her own stomach churned. The memory of her own ordeal, years ago, flashed before her eyes. The feeling of being scrutinized, judged – it was a knot she remembered too well. She found herself subconsciously clenching her fists, as if to ward off the phantom of the shame.

Later, she found him by the empty lockers, his shoulders shaking slightly. "Liam," she started, her voice soft, unsure of how to navigate the moment.

“I didn't do it,” he whispered, his voice cracking. She didn’t need to see the proof to understand the denial. She knew the desperation of wanting to be believed.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344