Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the email, the words of the accusation blurring. Her chest felt constricted, a tight band preventing easy breaths. The vibrant posters of Evelyn Reed’s novels, once a source of comfort and inspiration, now seemed to leer at her from the walls. She pushed her chair back, the screech of the legs grating on her ears, and went to make a cup of tea, a task that felt impossibly complicated. The kettle whistled, a shrill, mocking sound that echoed the emptiness inside. She let the tea steep for far too long, the bitterness reflecting her current state.

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