The workshop was silent, the air thick with the smell of sawdust and varnish. Liam stood staring at the empty space where Master Thorne’s workbench usually stood. The equipment was neatly stowed away, the tools meticulously organized, but Thorne was nowhere to be found. A single, unfinished violin lay on the counter, its wood gleaming in the dim light.

He’d arrived early, eager to show off the progress he’d made. The silence was unsettling, each tick of the clock amplifying his unease. He ran a hand over the smooth wood of the violin, a shiver running down his spine. Where had he gone? Had he given up on him? Liam felt a knot tighten in his stomach, a feeling of dread creeping into his bones.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217