The silence in the kitchen was oppressive. I couldn’t meet anyone’s gaze. I'd just heard the news from Jennifer. Apparently, the new guy, fresh off the boat, was making more than me. I'd been here for six years!

My palms were sweating, and my throat felt dry. I poured a glass of water, and the cold liquid offered no relief. The water glass felt slick in my hand. I felt a coldness creeping from my toes to the tips of my fingers.

I walked back to my desk, the rhythmic clicking of keyboards echoing in my ears. I sat down, but the words on my screen blurred, the data failing to register. My stomach churned. I’d be late if I did not submit the report by the end of the day.

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