The apartment felt too big, the silence too loud. Since her son had moved out, Martha had struggled to find a purpose. Every day felt the same, a dull, monotonous routine.

She wandered, aimlessly, into a yard sale down the street. The bright sunlight and the cheerful chatter of the crowd felt like an assault on her senses. She just wanted to go home, to hide.

Then, she saw it. Sitting on a shelf, amongst the odds and ends, was the bear. The one her son had loved. She stared at the familiar face, and a wave of something unexpected, something both comforting and heartbreaking, washed over her.

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