The letter arrived in the mail – an invitation to a gala hosted by the Thompsons. David, reading the gilded script, felt a flicker of something unpleasant. He knew the Thompsons, of course. They always seemed so…average.

He crumpled the invitation in his hand. He glanced at the stacks of bills on the kitchen counter, the looming deadlines, the constant struggle. His jaw clenched.

He threw the crumpled paper into the trash. The air in his house felt stagnant, heavy. He turned on the television, aimlessly flipping through the channels, but nothing held his interest. He felt a strong desire to just disappear.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274