The news, delivered with cold bureaucratic efficiency, was devastating. The scholarship, the reason he was here, the thing that had given him a chance, was a clerical error. Alex felt a coldness creep into his bones, a feeling of paralysis, making him feel weighted down.

He sat motionless, his gaze fixed on the letter, the words blurring before his eyes. His breath caught in his throat. He thought about the future he had planned, the goals he had set, the dreams he had nurtured. All were crumbling, disappearing.

He slowly closed his laptop, each movement deliberate, as if moving underwater. He stood up, his legs unsteady, and walked toward the window. The world outside seemed distant, hazy. He rested his forehead against the cool glass, the silence a heavy weight.

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