The old key, cold and heavy in Robert’s hand, felt like a burden. He’d come back one last time, to walk through the empty rooms, to say goodbye. The silence inside was suffocating.

He ran his fingers along the dusty windowsill, recalling the countless hours he’d spent gazing out at the street. The memories, once comforting, now felt like shards of glass, piercing him with their sharpness.

He closed his eyes, the image of the house seared onto his eyelids. He wanted to scream, to weep, to somehow stop time, to keep this place from disappearing forever. The key slipped from his grasp and clattered to the floor.

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