He hated weddings. The forced gaiety, the saccharine promises of forever, felt like needles twisting in his gut. He was at his cousin's, watching his childhood best friend, Ben, give a toast. He had hoped, against all rational thought, that Ben would recognize him. He’d slipped away during the dance, grabbing a beer from the bar. He’d approached Ben, who was now alone, and, after a long pause, tentatively started the conversation. Ben had looked at him with polite interest, but his eyes were vacant of recognition. "I'm sorry, do I know you?" Ben had asked. He’d retreated to the corner, the music's upbeat tempo a cruel counterpoint to the hollow ache in his chest. He felt as if a vital piece of himself had been misplaced, lost somewhere in the past.

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