“The workshop?” Marco said, his voice cracking. He’d been expecting the art studio, the gallery his father had always promised. He was an artist, after all. He needed space to create.

His sister, Sofia, was receiving the studio. He now had the workshop; the family’s workshop, filled with tools and machinery. It was not his style, his vision. He thought he would be a great painter, but now, he would be a glorified mechanic.

He clenched his fists, knuckles turning white. The implications of this unexpected turn of events weighed heavily on him. The room felt cold, the air thick with the scent of oil and metal. He wanted to flee, to escape this suffocating reality.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234