Liam stared at the email, the screen blurring before his eyes. His coffee, forgotten, grew cold in its ceramic mug. He'd stumbled upon it while cleaning out his junk folder; the subject line, "New therapist in town." Then, the name – “Cassidy Blackwood, LCSW.” His stomach lurched, a cold, sickening sensation. The girl who once tied his shoelaces together and tripped him in the hallway, now, allegedly, helped people?

He rubbed his temples, a dull ache throbbing there. The air in his apartment suddenly felt thin, hard to breathe. He imagined the way she used to look at him, a cold, calculating gaze. Could she possibly have changed? Or was this some elaborate, twisted game? His fingers instinctively reached for his phone, then retracted. He was dizzy with a mix of dread and morbid curiosity.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290