It was the day after the decision came out, and James couldn't bring himself to leave his bed. He stared at the ceiling, the sunlight doing little to dispel the shadows that had taken root in his mind. The weight of the denial felt like an invisible chain around his ankles, holding him captive.

He had reread the email countless times, each repetition driving the knife of disappointment deeper. He pulled the covers over his head, the darkness providing a small measure of comfort. He felt a profound sense of helplessness, a feeling that had him paralysed.

He forced himself to sit up, the movement making his head spin. He knew he had to face the world, but the thought of it made his stomach clench. He wrapped his arms around himself, as if trying to physically hold himself together.

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