The apartment was cold, despite the thermostat being cranked up. David watched the steam rising from his mug, a pathetic distraction from the feeling of isolation. His life felt like a monotonous record that had been scratched, playing the same notes over and over again. He had the feeling of being trapped in a loop.

His partner, Oliver, had always been a private person. David knew he was writing, but he never shared the details. One evening, when Oliver was out, David found a laptop and opened a folder titled "The Unfolding." He began to read. The protagonist, "Daniel," was a version of himself.

The story mirrored his life, his job, his relationship. He felt a crushing weight. The narrative was a bleak picture of a man going nowhere. The realization that Oliver saw him this way was devastating. He felt a profound sense of isolation. The words echoed his own quiet despair.

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