John felt his pulse jump as he steered his packed Corolla into the familiar driveway. The meticulously trimmed hedges, the freshly painted mailbox – it was all too much, too perfect. He gripped the steering wheel so hard his knuckles were white. He was thirty-two, not some teenager needing to be coddled.

His father, a stout figure in a polo shirt, was already striding out to meet him. "Son! You made it!" His voice boomed. John managed a weak smile.

The house seemed to shrink around him the moment he crossed the threshold. The smell of pot roast, a smell he hadn't experienced in years, instantly brought up a wave of unease. He felt pinned by the memories that swirled around him, suffocating him. He mumbled something about needing to unpack and bolted for his old bedroom.

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