The rejection letters had been harsh, but this? This was worse. Now, everyone would know his struggles, his hopes, his failings. He felt like his soul had been laid bare.

He stared at the online publication, the words swimming before his eyes. He felt a desperate urge to close the webpage, to make it all disappear. But he knew it wouldn't. The internet, that was forever.

He took a series of short, shallow breaths. The air seemed thin, insufficient. He felt trapped, cornered. He thought about deleting his social media accounts, cutting off contact with everyone he knew.

He paced his room, a restless energy coursing through him. He couldn’t sit still. He had to do something, anything, to escape this feeling of being trapped.

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