"Oh, *hell* no," muttered Olivia. Mr. Baker, her creative writing teacher, had followed her on Tumblr. Her Tumblr was her space to just be weird.

Her blog contained poems, stories, and her thoughts on everything. She wrote what she wanted, when she wanted. Now, she felt like she had to filter herself.

Olivia sat at her desk, staring at the screen. She didn't want to change, but she also didn't want her teacher to see all of her inner thoughts. She felt a kind ofโ€ฆ emptiness.

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
๐Ÿ˜ž0.309
ness0.301
๐Ÿ˜ฃ0.256
๐Ÿ˜”0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274