The calendar on his desk, normally a source of organization, mocked him with its stark reminders. Robert had known this day was coming, but he still felt the sting of it. The new hire, a young woman named Lisa, had an almost unnerving level of focus. Robert’s pulse was hammering.

He opened the files, the documents, the reports that represented years of work. He struggled to maintain a professional demeanor, his voice wavering. He felt a sense of disorientation, as though he was adrift in a sea of uncertainty. He found himself avoiding her gaze.

"So… um… this is… what you need to know," he finally managed to say, pushing the files across the desk. He felt exposed, vulnerable, and profoundly alone.

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