The bus ride had been long and cramped, a microcosm of the day’s relentless frustrations. I stepped inside the apartment, the smell of burnt popcorn clinging to the air. The news of the failed audition kept resonating inside my head like a bad song.

My roommate, Jessica, was over the moon. She wanted to adopt a ferret, a tiny, energetic bundle of fun. The thought of more noise and activity felt excruciating. The apartment, usually a refuge, now felt like a stage, the very air thick with the unspoken pressure to perform and be happy.

I mumbled a greeting, my voice barely audible, and disappeared into my room.

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