The bus rumbled along, the noise and jostling doing nothing to ease Amelia's mood. She had just seen the journal. The article, the culmination of two years of research, was published. But her name wasn't on it. Instead, the author was her supervisor, who had promised co-authorship. Empty promises. Now she felt a profound sense ofโ€ฆ collapse.

She watched the city blur past the window, the mundane details of daily life a stark contrast to the betrayal she felt. Her shoulders sagged. She closed her eyes.

She clutched her worn tote bag, the weight of it, the weight of the rejection, pressing down on her. The air inside the bus seemed thin, difficult to breathe. She got off at her stop, the familiar streets of her neighborhood offering no comfort.

She needed to go home and be alone.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
๐Ÿ˜ž0.288
sighed0.230
ness0.210
๐Ÿ˜ช0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
๐ŸคŸ-0.198