The smell of sawdust, acrid and sharp, filled Ben’s apartment. He felt a sharp pang of something unpleasant whenever he caught a whiff. The constant noise from the renovation project next door was a hammer against his nerves, and his work was suffering.

He was behind on deadlines, and the pressure was building. He'd tried to focus, to block out the sounds, but it was impossible. He slammed his laptop shut, the abrupt sound echoing in the otherwise quiet room.

He felt the familiar knot of frustration tighten in his chest. He looked at the window, the sun shining brightly, the world outside humming with a life he couldn’t seem to access. He felt completely paralyzed.

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