The attic felt heavy, the air thick with the scent of mothballs and forgotten memories. Sarah, perched precariously on a rickety stool, rummaged through a trunk overflowing with her grandmother's belongings. Her fingers flew, discarding lace doilies and yellowed letters with a curt efficiency. A frantic energy buzzed in her chest.

She kept tapping her foot, a steady staccato against the wooden floorboards. The musty scent of the room felt constricting, as if the walls were slowly closing in. This house was a monument to the past, a mausoleum of quiet routines and unspoken sentiments. She felt a growing need to break free from its grip.

Finding a framed photograph of her grandmother as a young woman, she felt a sudden surge of irritation. Why did she feel this persistent need to move, to act, to escape the confines of this place? She tossed the photo back into the trunk, the gesture abrupt and unconsidered.

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