She stared at the coffee swirling in her mug, the bitterness reflecting the taste in her mouth. The new hire, Mark, was practically skipping through the office, all smiles and fresh ideas. He was also earning considerably more than Emily, who'd been training him. Emily’s hands trembled slightly as she took a deep breath, trying to steady them. The knot in her stomach tightened. She excused herself from the team lunch, claiming a headache, and retreated to the quiet of her cubicle. There, she just sat, the silence amplifying the heavy weight that had settled on her shoulders.

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