The invitation, a garish announcement of the upcoming festivities, lay unopened on her kitchen counter, a silent testament to her lack of enthusiasm. Sarah avoided it for days, the bright colours and overly-enthusiastic phrasing a constant assault on her senses. She found herself avoiding mirrors, too.

The house felt cavernous. Empty. The echoes of her laughter with her children, long since flown, were ghosts in the sun-drenched rooms. She moved through the space slowly, her shoulders slumped, a weariness settling in her bones that she couldn't shake.

She considered cancelling her therapy appointment. What was the point? She knew what they’d say, she knew what the underlying problem was. The reunion, though, seemed to be an invitation to face it head on.

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
πŸ‘-0.251
sonra-0.240
aud-0.240