Eliza fidgeted with the delicate straps of her dress. The string quartet’s rendition of “Canon in D” grated on her nerves, a saccharine soundtrack to her unease. She kept reaching for her phone, even though she knew there were no new messages. The chatter of the other guests, the clinking of glasses, the forced smiles – it all felt suffocating. Then, she saw him. Mark. He was across the courtyard, laughing at something another guest said. A cold feeling settled in her stomach, and she felt a compelling desire to flee.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202