The thumbs fumbled, a bead of sweat tracing a path down Elias’s temple. He'd meant to text his sister, a simple ‘How’s the new job going?’ But his phone had autocorrected "sis" to "sir," and the message, now undeniably sent, read: "How’s the new job going, sir?" to Mr. Henderson, the notoriously grumpy Head of HR. Elias felt his stomach clench, a cold hand gripping his insides.

He quickly deleted the text, but the damage was done. He pictured Mr. Henderson's pinched face, the thin lips pursed in disapproval. A wave of remorse washed over him. He hoped he hadn't caused any trouble. Perhaps he could explain it away as a glitch. He reached for his phone again, debating whether to offer a clumsy apology, but decided against it.

Instead, Elias got up and walked over to the breakroom. He grabbed a box of pastries. He figured he could use them to try and be friendly the next time he spoke to Mr. Henderson. If nothing else, perhaps he could soften the man's demeanor a little.

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