The afternoon sun streamed in, illuminating the dust motes dancing in the air. John, usually a man of routine, found himself unusually restless. He tapped his foot incessantly beneath the desk. The silence in the office, punctuated only by the occasional click of a keyboard, felt suffocating. He’d barely eaten all day.

His replacement, a young man named Kevin, was patiently waiting, pen poised over his notebook. John struggled to meet his gaze. It felt like Kevin was peering into his soul. His hands felt clammy. He was supposed to impart his knowledge, to guide this young man, but the words were caught in his throat.

“Right… the… the accounts…” he stammered, running a hand through his hair. His carefully constructed world was crumbling.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314