The house felt cold, even with the thermostat cranked up. She’d been avoiding calls, ignoring emails, and living off microwave meals. The world was too much. She moved through the day with leaden feet.

A crash of thunder, followed by a splintering sound, broke the silence. The old oak on Mr. Miller's property had finally given up the fight. Its massive trunk lay across the lawn. He stood there, his face buried in his hands.

Her own problems felt insignificant in comparison, and yet, they weighed her down just the same. A wave of exhaustion washed over her. Even the simplest tasks seemed out of reach.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
’0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
πŸ‘-0.251
sonra-0.240
aud-0.240