"It’s not real," Mateo muttered under his breath, staring at the digital mockup. His intricate digital collages, originally meant for his personal Instagram, now advertised a corporate event. The vibrant colours and chaotic arrangements, once a reflection of his inner turmoil, were now being used to sell… what? Productivity? Happiness?

He slumped in his chair, feeling the weight of his unfulfilled potential. He hadn't touched his tablet in months. The feeling of the stylus against the screen, the satisfying flow of creativity, had faded. Now, his creations were just commodities, reduced to fleeting advertisements. He felt like his very essence had been stolen.

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