The keys clattered against the counter as she tossed them down, the sound echoing in the kitchen. She’d spent the whole afternoon baking, the scent of vanilla and sugar filling the air, a scent now tainted by a bitter aftertaste. The elaborate cake, iced with painstaking care, seemed to glare back at her, a monument to a celebration that would never happen.

She ran a hand through her hair, tugging at the strands. The news had hit her like a physical blow. The party, meticulously planned, cancelled. A flimsy excuse, a last-minute change of heart. She felt a burning need to dismantle everything, to erase the evidence of the wasted effort. She grabbed a knife, staring at the perfectly formed icing flowers.

A sudden impulse. She opened the fridge, grabbed a carton of ice cream and a spoon. The sugary, cold treat was a temporary distraction.

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