The house seemed too quiet, the silence amplifying the thrumming in Elias's ears. He sat hunched at the piano, his mother's list spread out before him. "Visit Italy." He ran a trembling hand over the ivory keys. He'd always known, in a detached way, that she wanted to see the world. He'd never truly *felt* it until now, the profound loss he was experiencing.

He began to play a hesitant, halting melody, the notes clashing and disjointed, reflecting the chaos within him. He stopped abruptly, unable to continue. Tears streamed down his face, blurring the sheet music. He buried his face in his hands, his body wracked with silent sobs.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229