The email sat in Liam's inbox, a stark, unwelcome rectangle amidst the usual spam. The subject line: "Important Scholarship Information." His stomach did a slow, sickening turn as he read the words. Another student. A different last name. Incorrect paperwork. Liam’s mind flickered to his tuition bill, due next month.

He ran a hand through his hair, leaving it standing on end. The coffee in his mug had gone cold, mirroring the sudden chill that had permeated his bones. He pictured himself in the student union, surrounded by chattering students. How could he possibly concentrate on his studies? He needed to tell someone, to scream. His mouth felt dry and tight.

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
πŸ˜”0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274