The weight of the cello felt suddenly oppressive on Clara’s back. She felt as though she could be swallowed up by its massive bulk. The audition results were posted, and her name wasn’t on the list. The orchestra. The dream. Gone.

She forced herself to meet Mrs. Davis’ gaze, the conductor’s expression unreadable. The woman's usual warm smile was absent, replaced by a thin line of concern. Clara stammered a thanks, her voice barely a whisper.

She fled the music hall, stumbling over the uneven paving stones. The sunlight felt too bright, the world too loud. Her throat constricted, making it hard to breathe. All her hard work, all her practice sessions, now seemed pointless. The world narrowed to just the burning ache in her chest.

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