“So, you’re telling me he’s a… a *tutor*?” Mark repeated, his voice strained. He hadn’t touched his plate of pasta in twenty minutes. He looked at the half-eaten meal, as if it was suddenly repulsive.

His wife, Sarah, had just broken the news about David's "research scientist" profession. Sarah was chirping about the lovely woman she met at the local supermarket who knew David. Mark felt a prickly heat crawl up his neck. He had envisioned a life where he could brag about his close friend's accomplishments, and now... this.

He excused himself and stumbled to the back patio, where he pulled out a cigarette even though he’d quit smoking years ago. The air felt heavy, the silence in the backyard amplified. He inhaled deeply, the smoke a bitter taste in his mouth.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290