The weight of the silver tea set, so lovingly polished by his Aunt Millie, seemed to press down on Daniel’s shoulders. He kept fidgeting, adjusting the position of the teacup he held, though it was balanced perfectly. The clinking sound grated on his nerves. Aunt Millie had announced she was selling it, needing the money for a new hip.

He avoided her gaze, focusing instead on the pattern of the Persian rug. Each detail felt amplified, each thread a reminder of the years spent in this house, the comfort of family gatherings. A buzzing in his ears started.

He stood up so quickly his chair scraped against the floor. “I… I’ll go for a walk,” he blurted out, before fleeing the kitchen. The open air offered a small measure of relief.

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