"I... I don't understand," Maya stammered, her voice barely a whisper. Professor Chen, her mentor, had delivered the news face-to-face. The fluorescent lights of his office seemed to glare, the comfortable armchair now a monument of looming despair. Her vision swam. He was leaving for a position at a prestigious institute, a dream come true for him. But for her? The implications were overwhelming, a black abyss opening beneath her feet. She fiddled with the strap of her bag, her fingers clumsy and unresponsive.

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