He found himself pacing the worn wooden planks of his apartment floor. Rain hammered against the window, mirroring the relentless drumming in his head. Another Friday night, another cancellation. This time, it was a "family emergency." He ran a hand through his already dishevelled hair.

He scrolled through the endless dating app profiles, each face blurred by a growing sense of futility. All the effort, the witty opening lines, the carefully chosen first date locations… all for this emptiness. He slumped onto the sofa, the cushions offering no comfort.

His doorbell rang, a sharp, unwelcome sound. He hesitated, then opened the door. A woman, her face a mask of weary frustration, stood there, a bouquet of wilting lilies clutched in her hand. "He stood me up too," she said, her voice flat. He stared at the flowers, a sick feeling blooming in his stomach.

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