The marketing department was a whirlwind of energy, a place of bright colors and rapid-fire decisions. Liam, the quiet accountant, felt like a ship tossed on a stormy sea. His new office was filled with the clutter of brochures and sticky notes, a stark contrast to the order of his former cubicle.

His attempts at contributing were met with glazed-over eyes and dismissive nods. He longed for the familiar comfort of numbers, the precise calculations, the simple right and wrong of the financial world. He felt as though he were speaking a different language.

He stared out the window at the distant city skyline, feeling a profound sense of isolation. His chest felt heavy, the weight of a world he did not understand. He felt an ache deep inside.

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