“Well, that’s that,” Sarah said aloud, her voice flat. She looked at the blueprint for her solar-powered water purifier, now rendered obsolete. Someone else had already patented a similar device. The wind outside howled, mirroring the storm raging within her.

She meticulously began to put away her tools, each action slow and deliberate. The usual excitement of her work had vanished, replaced by a deep-seated weariness. The workshop, once a place of inspiration, now felt cold and desolate.

She sank onto a stool, staring at her hands. They felt heavy, useless. The image of her potential, her contributions to solving global problems, felt so distant, out of reach.

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