Rain lashed against the windows of the pottery studio, mirroring the tempest inside Amelia. She slumped onto her usual stool, the familiar cool of the clay a poor comfort. The air smelled of damp earth and unspoken words. Her hands moved clumsily, the clay yielding to the pressure but without any of the graceful curves she usually achieved. Thomas, her mentor, was gone. No note, no explanation, just an empty space where his warm presence had always been. The silence in the studio felt colossal, a heavy weight pressing on her chest.

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