The news had hit Sarah like a punch to the stomach. A simple email, a brief sentence: "The old oak tree in your childhood park has been felled." She'd stared at the screen, unable to process the words.

She stood at the edge of the clearing, the sun beating down mercilessly. Where a majestic, sheltering presence had once stood, casting a dappled light, there was nothing. Just an open space, a canvas waiting for a different painting.

Her hands clenched into fists. She felt a surge of anger, directed at… whom? The council? The vandals? Herself for not visiting sooner? The resentment churned, a bitter taste in her mouth. She crossed her arms, trying to ward off the sting of the sun, and the ache in her heart.

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