He slammed his fist on the table, the sound echoing in the empty room. "Damn it!" he yelled, the words ripped from his throat. The rejection letter, crumpled and discarded, lay on the floor like a dead leaf. He had envisioned a different outcome, years in the making.

His breath came in ragged gasps. He felt the familiar pressure in his chest. He felt like he was locked in a deep pit, with no way out. The unfinished manuscript, his masterpiece, was now just a pile of pages, destined for the bin.

He grabbed his coat, stormed out the front door. The cool night air offered no relief. He felt lost, adrift, his dreams shattered. The stars, usually a source of wonder, were just distant points of light, mocking his failure.

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