The weight of the world settled on Emily's shoulders, crushing the joy out of life. The endless cycle of work and the feeling of inadequacy had drained her spirit. She stared listlessly at her desk, avoiding any human interaction.

A boisterous cry from across the office startled her. It was John, brandishing a battered baseball cap. "Remember Camp Greenwood? The annual baseball game was legendary!" He was clearly reliving a cherished memory.

Emily wanted to remain distant. The mention of "camp" triggered nothing but a vague sense of unease.

“Emily?" John asked. "You wouldn’t have been there, would you?”

She closed her eyes, and a vision of green fields and happy faces surfaced. She nodded. “Yes,” she said quietly, a faint smile touching her lips. The world seemed a little less gray.

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
👏-0.251
sonra-0.240
aud-0.240