The vibrant colors of the prototype robot companion seemed to taunt Maya. Her joy at its completion, the months of tireless work, felt like a distant memory. A corporate behemoth had already patented a similar device. She sank onto her stool, the metal cold against her skin.

The silence of the workshop was crushing. She looked at her hands, the ones that had painstakingly crafted this creation, and felt a strange sense of disconnect. The path forward, the one she'd envisioned with such clarity, had vanished. She felt as though the world had tilted on its axis, leaving her clinging to the edge.

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