He stared at the email, the words blurring before his eyes. It was a formal rejection, a polite and dismissive end to his aspirations. He felt a prickling sensation on his skin, like tiny needles were being pushed into him. His hands started to sweat. He ran them through his hair, a nervous gesture he hadn't realized he was doing.

He got up and walked to the window. The world outside seemed normal, oblivious to the earthquake that had just struck his internal landscape. He opened the window, hoping the cool air would provide some respite from the heat that seemed to be building inside him. The world seemed suddenly vast and indifferent.

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