The wedding was a kaleidoscope of forced cheer, the bright colours and lively music a relentless assault on Clara’s senses. She stood near the buffet table, picking listlessly at a tiny quiche, the pastry crumbling in her fingers. The air felt thick, the conversations around her a meaningless buzz. She hadn't wanted to come, hadn’t wanted to face the endless questions about her single status.

Then she saw him. Liam. Standing by the bar, looking effortlessly handsome in his tailored suit. His smile, the one that used to make her heart skip, now felt like a painful jab. She ducked her head, suddenly fascinated by the patterns on the tablecloth, a desperate attempt to become invisible.

“Clara?” His voice, familiar and yet distant, made her jump. She forced a smile, a grimace that felt like it would crack her face. He looked at her, and she could feel the weight of his gaze.

"You look..." he began, then trailed off, as if struggling to find a compliment. She knew what he meant. She *felt* it too.

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