The vibrant colours of the art supplies in front of her seemed muted. Emily had spent weeks organising a painting workshop, a creative outlet. But the thought of it now brought a hollowness to her chest. Her friend, Jake, was having a massive costume party.

She slumped in her chair, the cheerful music from her playlist grating on her nerves. She picked up a paintbrush, dipped it in crimson, and swirled it across the canvas, but the colour felt dull, lifeless.

She stared at the blank canvas and felt a sense of defeat. All the creativity had somehow evaporated. She let the brush fall from her hand with a disheartened thud.

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