The phone felt heavy in Maya’s hand. She’d spent weeks coordinating every detail of Liam's going-away party, a final hurrah before his move abroad. The text message – “Party’s off. Family emergency” – felt like a punch to the gut. She slammed her fist on the kitchen counter, the ceramic mugs rattling in their hooks. The energy she’d poured into the planning, the anticipation, now felt like a wasted resource. She wandered through the apartment, aimlessly touching objects, feeling the textures of familiar things. The vibrancy of the room was gone, replaced by a monochrome dullness. A sudden, unexpected fatigue washed over her.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263