Rain lashed against the windows of Maya's cramped apartment, mirroring the mood that had settled over her. She stared at the overflowing recycling bin, the image of it a constant, unwelcome companion. The air hung thick with the scent of stale coffee and unfulfilled ambitions.

Across the hall, Mrs. Gable was known to her as a kind, elderly woman who always offered freshly baked cookies. Mrs. Gable's small house appeared perfectly ordinary.

One afternoon, Maya accidentally saw a delivery man struggling to maneuver a grand piano through Mrs. Gable's front door. The sight, the incongruity, caused a knot to tighten in Maya's gut. The piano was not small.

The next day, she saw a sleek, expensive car parked in Mrs. Gable's previously empty garage. The discovery filled her with a strange, heavy weight.

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