The weight of the fishing rod, once a symbol of freedom, felt heavy in Ethan's hands. He stood by the lake, the tranquil scenery, once a source of peace, now failed to soothe him. The thought of casting a line, waiting for a bite, filled him with a sense of...numbness.

His daughter, Lily, however, loved to fish. She would wake up early, her eyes sparkling with anticipation. “Dad, can we go fishing today?” she’d ask.

Ethan would force a smile, a pang of sadness tugging at his heart. He’d take her, of course. He’d show her the knots, the lures, but he couldn't quite share her joy. He felt as though the water had receded, leaving him stranded on a forgotten shore.

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