The world was muted, the colors drained. I sat on the park bench, watching the children play, but I saw none of it. My mind was still reeling from the news. Someone had patented my automatic dog-walking device, my brilliant, innovative, *mine* – someone else’s now.

I felt a profound lethargy, a heavy cloak draped over me, making every movement a struggle. Even breathing was an effort. The laughter of the children, usually a source of joy, grated on my nerves. Their carefree happiness highlighted my own sense of… incompleteness.

The sun was warm on my skin, but I felt cold, hollow. My hands were trembling, and I tucked them deep into my pockets. I wanted to scream, to lash out, but the words wouldn’t come.

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