The hum of the fluorescent lights in the office was grating on Ethan’s nerves. He felt a constant pressure on his chest, like a tight band constricting his breath. The monotony of his routine had slowly eroded his spirit. When he trudged to the mailbox that day, he found a card. It was a birthday card. No return address.

He sat at his desk, staring at the card. He felt a wave of… something—was it pity? He felt detached, distant from his own life. The card felt like a trick, a cruel joke. He put the card inside his drawer.

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