The scent of pine needles filled the air as Fiona sat on a log, watching David chop firewood. He was laughing, telling a story about their camping trip as teenagers. He spoke of the thrill of sleeping under the stars, the camaraderie of building a fire, and the sheer freedom of being in nature.

Fiona felt a coldness settle in her bones. She recalled the incessant rain, the damp, uncomfortable sleeping bag, and the feeling of being utterly miserable. She remembered the fear that haunted her every step.

David's spirited account, filled with laughter and positive reflections, left her feeling hollow and isolated. The sharp contrast between his memories and her own was a painful reminder of their diverging paths.

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