A wave of nausea washed over me as I read the announcement. The carefully worded sentences, full of bureaucratic jargon, couldn't hide the core truth: the university was finished. I saw the faces of the students, their futures now cast into uncertainty.

My gaze drifted to the photograph on my desk, a picture of my roommate from freshman year. We’d shared so many dreams, so many anxieties. What had happened to those dreams? A feeling of profound unease stirred within me.

I pictured the elderly groundskeeper, Mr. Peterson, who always waved hello and told the same corny jokes. He'd been here for fifty years. How many lives would this affect? I needed to sit down, I thought as I quickly got out of my seat.

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