He stared at the email, the words blurring before his eyes. It was a digital summons, a confirmation of a meeting to discuss his test results. His stomach felt like it had dropped into his feet. He took a shaky breath, the air in his apartment suddenly thin and oppressive. He pushed himself away from the desk, pacing the length of the room. The sunlight, previously warm and inviting, now seemed harsh, amplifying the dust motes dancing in the air. He pictured himself in a sterile room.

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