The dog's barking pierced the silence of the early morning. It was a familiar sound, a constant reminder of his mounting irritation. He rubbed his eyes, trying to clear the fog of sleep, and shuffled to the window. There it was again, the canine escape artist, wreaking havoc on his tomato plants.

He felt the familiar weight settle on his chest, a sense of resignation that was almost crushing. He was tired of fixing things, tired of fighting.

He slowly pulled on his boots, the leather worn and cracked, a reflection of his mood. He opened the back door, and walked out. The dog stopped barking, its eyes locked with his. The moment stretched out, heavy and silent.

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