My advisor, Dr. Olsen, was leaving. The world seemed to tilt on its axis. I reread the email, each word a hammer blow. My meticulously planned research felt like a castle built on sand. I felt trapped. The walls of my small office seemed to shrink around me.

I sat there, frozen, the deadline looming like a menacing specter. The thought of finding someone new, of explaining everything again, filled me with a sense of hopelessness. I felt a pressure building in my chest, a physical manifestation of my dread.

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