The apartment was filled with the smell of burnt coffee, a fitting metaphor for the mess that was her life right now. She opened the front door, letting the sharp winter air rush in. Liam was standing in the hallway, looking almost too cheerful. She wanted to yell at him.

“I made coffee,” he offered, his usual smile etched on his face.

The next thing was a stream of sounds, her own language, Italian, spoken with a skill that both surprised and stung. The words were a dagger, a cold reminder of a past he had never shared. She walked past him, a coldness settling in her chest. The apartment suddenly felt small.

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