"Ugh, what the heck?" Michael muttered, his voice cracking. Mr. Peterson, his physics teacher, had started following him on Twitter. He hadn't even tweeted anything interesting, just re-shares of memes and random observations. His shoulders slumped, and he felt a knot tighten in his stomach.

He quickly went to his own profile, immediately scrubbing his posts, deleting anything that could be misconstrued. His fingers flew across the keyboard, a flurry of digital activity to hide his private life. He felt a desperate urge to disappear, to vanish from the digital sphere.

He slumped back in his chair, his gaze darting to the window. The world outside seemed suddenly threatening, the mundane details of his neighborhood filled with unknown potential.

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