“How could they?” Elena muttered, her voice barely a whisper. She stared at the screen, her eyes blurring with unshed tears. The diary entries, detailing her anxieties and hopes, now mocked her. She had tried to move on, to build a life different from the one she'd envisioned. She ran her fingers through her hair, a nervous habit she’d never quite broken. The world around her blurred. She felt completely and utterly boxed in. She wandered from room to room, unable to find comfort anywhere, her footsteps echoing in the silence.

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