The aroma of freshly baked bread filled the bakery, but the scent did little to lift Daniel’s spirits. He sat across from his childhood friend, Ben, who was enthusiastically recounting their time working at the bakery years before.

Ben reminisced about the camaraderie, the shared jokes, the feeling of accomplishment. His eyes gleamed with warmth as he described the golden crusts and the sweet aroma.

Daniel merely stirred his coffee. His memories were of aching feet, the constant pressure to perform, and a deep-seated feeling of being an outsider. He remembered the relentless heat of the ovens and the bitterness of the early morning starts. He found himself unable to join the laughter.

He felt the unwelcome weight of a chasm between them widen with every word.

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