The room seemed to spin, the glittering lights blurring at the edges. Olivia clutched her glass of wine, the stem digging into her palm. The forced merriment of the wedding grated on her nerves. Every glance, every toast to enduring love, was a painful reminder of her own failures.

He arrived late, a latecomer like her, but his sudden appearance brought her heart rate crashing, her mind whirling. Mark. She'd known it would happen. He was the groomsman. The knot in her stomach tightened. She watched him greet people, his easy smile on display.

She moved towards the open doors, wanting to escape the music, the laughter, the suffocating atmosphere. She needed air, something, anything, to break the feeling of being trapped. She moved slowly, carefully, hoping to go unnoticed.

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