The antique clock, the one that chimed the hour with a beautiful, melodic sound, had stopped. My father had wound it every Sunday for as long as I could remember. Now, it stood still, frozen in time.

"It's for the best," my dad muttered, avoiding my gaze. He was sitting in his favorite armchair, unusually quiet. He stared at the floor.

A cold shiver raced up my spine. The ticking, the rhythmic pulse of the clock, had always been a constant, a soothing presence. The silence, now, was deafening.

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