A cold sweat slicked down Elias's back as he read the email. He reread it three times, each reading adding another layer of anxiety. The certainty of Professor Bellโ€™s absence brought a strange, prickly sensation all over his skin, making him itch. His meticulously organized schedule felt unstable, like a house of cards ready to collapse. He gripped his phone tightly. He needed to talk to someone, anyone. The campus, usually so comforting, now felt alien, the hallways seemingly stretching endlessly.

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:
๐Ÿ˜ฃ0.350
๐Ÿ˜ฐ0.337
๐Ÿ˜–0.317
๋งˆ๋‹ค0.317
ๆๆƒง0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314